Ctrl+K
- 1.52 kB initial commit
- Trained regression model.zip757 MB
Detected Pickle imports (3262)
- "autogluon.features.generators.auto_ml_pipeline.AutoMLPipelineFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "collections.defaultdict",
- "builtins.list",
- "autogluon.tabular.learner.default_learner.DefaultLearner",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.trainer.auto_trainer.AutoTrainer",
- "autogluon.features.generators.fillna.FillNaFeatureGenerator",
- "autogluon.features.generators.identity.IdentityFeatureGenerator",
- "autogluon.core.data.label_cleaner.LabelCleanerDummy",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "autogluon.features.generators.astype.AsTypeFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "autogluon.core.data.cleaner.CleanerDummy",
- "autogluon.features.generators.drop_duplicates.DropDuplicatesFeatureGenerator",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "autogluon.features.generators.drop_unique.DropUniqueFeatureGenerator",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.compose._column_transformer._RemainderColsList",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "tabpfn.preprocessing.steps.adaptive_quantile_transformer.AdaptiveQuantileTransformer",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.compose._column_transformer._RemainderColsList",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.squashing_scaler_transformer.SquashingScaler",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "builtins.list",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "sklearn.preprocessing._data.RobustScaler",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.kdi_transformer.KDITransformerWithNaN",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn.preprocessing.steps.add_fingerprint_features_step.AddFingerprintFeaturesStep",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.compose._column_transformer._RemainderColsList",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "tabpfn.preprocessing.steps.kdi_transformer.KDITransformerWithNaN",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn.preprocessing.steps.add_fingerprint_features_step.AddFingerprintFeaturesStep",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.compose._column_transformer._RemainderColsList",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "builtins.list",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn.preprocessing.steps.add_fingerprint_features_step.AddFingerprintFeaturesStep",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "tabpfn.preprocessing.steps.adaptive_quantile_transformer.AdaptiveQuantileTransformer",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "tabpfn.preprocessing.steps.kdi_transformer.KDITransformerWithNaN",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.squashing_scaler_transformer.SquashingScaler",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "sklearn.preprocessing._data.RobustScaler",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "tabpfn.preprocessing.steps.adaptive_quantile_transformer.AdaptiveQuantileTransformer",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.compose._column_transformer._RemainderColsList",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "tabpfn.preprocessing.steps.kdi_transformer.KDITransformerWithNaN",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "tabpfn.preprocessing.steps.adaptive_quantile_transformer.AdaptiveQuantileTransformer",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "tabpfn.preprocessing.steps.adaptive_quantile_transformer.AdaptiveQuantileTransformer",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.compose._column_transformer._RemainderColsList",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "tabpfn.preprocessing.steps.kdi_transformer.KDITransformerWithNaN",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "builtins.list",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "tabpfn.preprocessing.steps.adaptive_quantile_transformer.AdaptiveQuantileTransformer",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "tabpfn.preprocessing.steps.kdi_transformer.KDITransformerWithNaN",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "tabpfn.preprocessing.steps.kdi_transformer.KDITransformerWithNaN",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.compose._column_transformer._RemainderColsList",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "builtins.list",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "tabpfn.preprocessing.steps.adaptive_quantile_transformer.AdaptiveQuantileTransformer",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.compose._column_transformer._RemainderColsList",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.squashing_scaler_transformer.SquashingScaler",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "builtins.list",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "sklearn.preprocessing._data.RobustScaler",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn.preprocessing.steps.add_fingerprint_features_step.AddFingerprintFeaturesStep",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.compose._column_transformer._RemainderColsList",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "builtins.list",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "tabpfn.preprocessing.steps.kdi_transformer.KDITransformerWithNaN",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "tabpfn.preprocessing.steps.add_svd_features_step.AddSVDFeaturesStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "sklearn.decomposition._truncated_svd.TruncatedSVD",
- "tabpfn.preprocessing.steps.add_fingerprint_features_step.AddFingerprintFeaturesStep",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "collections.OrderedDict",
- "sklearn.preprocessing._data.StandardScaler",
- "sklearn.pipeline.Pipeline",
- "tabpfn.architectures.base.bar_distribution.FullSupportBarDistribution",
- "tabpfn.preprocessing.steps.encode_categorical_features_step.EncodeCategoricalFeaturesStep",
- "autogluon.core.metrics.rmse_func",
- "tabpfn.architectures.encoders.pipeline_interfaces.TorchPreprocessingPipeline",
- "tabpfn.architectures.base.mlp.Activation",
- "tabpfn.architectures.base.attention.full_attention.MultiHeadAttention",
- "tabpfn.preprocessing.configs.PreprocessorConfig",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "tabpfn.architectures.base.layer.LayerNorm",
- "tabpfn.preprocessing.torch.pipeline_interface.TorchPreprocessingPipeline",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "torch.nn.modules.container.ModuleDict",
- "torch.storage._load_from_bytes",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.MLPInputEncoderStep",
- "tabpfn.architectures.encoders.steps.nan_handling_encoder_step.NanHandlingEncoderStep",
- "tabpfn.regressor.TabPFNRegressor",
- "collections.defaultdict",
- "tabpfn.inference_config.InferenceConfig",
- "tabpfn.preprocessing.torch.steps.TorchSoftClipOutliersStep",
- "tabpfn.architectures.base.thinking_tokens.AddThinkingTokens",
- "builtins.list",
- "tabpfn.architectures.encoders.steps.normalize_feature_groups_encoder_step.NormalizeFeatureGroupsEncoderStep",
- "torch.device",
- "tabpfn.architectures.base.layer.PerFeatureEncoderLayer",
- "numpy.float64",
- "tabpfn.preprocessing.datamodel.Feature",
- "autogluon.core.metrics._PredictScorer",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "torch.nn.modules.activation.GELU",
- "tabpfn.preprocessing.steps.reshape_feature_distribution_step.ReshapeFeatureDistributionsStep",
- "tabpfn.preprocessing.configs.RegressorEnsembleConfig",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "tabpfn.preprocessing.steps.utils._replace_inf_with_nan",
- "tabpfn.preprocessing.steps.kdi_transformer.KDITransformerWithNaN",
- "tabpfn.architectures.base.transformer.LayerStack",
- "torch._utils._rebuild_parameter",
- "sklearn.compose._column_transformer.make_column_selector",
- "tabpfn.preprocessing.steps.shuffle_features_step.ShuffleFeaturesStep",
- "torch.nn.modules.container.Sequential",
- "tabpfn.preprocessing.steps.utils._identity",
- "tabpfn.preprocessing.steps.preprocessing_helpers.OrderPreservingColumnTransformer",
- "sklearn.preprocessing._function_transformer.FunctionTransformer",
- "tabpfn.inference.InferenceEngineCachePreprocessing",
- "tabpfn.preprocessing.datamodel.FeatureSchema",
- "tabpfn.preprocessing.steps.safe_power_transformer.SafePowerTransformer",
- "torch.nn.modules.container.ModuleList",
- "tabpfn.preprocessing.steps.remove_constant_features_step.RemoveConstantFeaturesStep",
- "tabpfn.architectures.base.config.ModelConfig",
- "tabpfn.architectures.base.transformer.PerFeatureTransformer",
- "torch.nn.modules.linear.Linear",
- "tabpfn.architectures.encoders.steps.feature_transform_encoder_step.FeatureTransformEncoderStep",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "tabpfn.architectures.base.mlp.MLP",
- "tabpfn.inference._PerDeviceModelCache",
- "tabpfn.preprocessing.datamodel.FeatureModality",
- "tabpfn.preprocessing.torch.torch_soft_clip_outliers.TorchSoftClipOutliers",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "tabpfn.preprocessing.ensemble.TabPFNEnsembleMember",
- "tabpfn.preprocessing.pipeline_interface.PreprocessingPipeline",
- "tabpfn.preprocessing.steps.add_fingerprint_features_step.AddFingerprintFeaturesStep",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "builtins.slice",
- "tabpfn.architectures.encoders.steps.remove_empty_features_encoder_step.RemoveEmptyFeaturesEncoderStep",
- "torch._utils._rebuild_tensor_v2",
- "tabpfn.preprocessing.steps.utils._NoInverseImputer",
- "tabpfn.architectures.encoders.steps.feature_group_projections_encoder_step.LinearInputEncoderStep",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.features.generators.label_encoder.LabelEncoderFeatureGenerator",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "autogluon.core.metrics.rmse_func",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "autogluon.core.metrics._PredictScorer",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "autogluon.core.models.greedy_ensemble.greedy_weighted_ensemble_model.GreedyWeightedEnsembleModel",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "numpy._core.multiarray._reconstruct",
- "numpy.random._pickle.__bit_generator_ctor",
- "autogluon.core.metrics._PredictScorer",
- "numpy.random._mt19937.MT19937",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.models.ensemble.weighted_ensemble_model.WeightedEnsembleModel",
- "numpy.random._pickle.__randomstate_ctor",
- "autogluon.core.models.greedy_ensemble.ensemble_selection.EnsembleSelection",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "numpy.ndarray",
- "autogluon.core.models.greedy_ensemble.greedy_weighted_ensemble_model.GreedyWeightedEnsembleModel",
- "autogluon.core.metrics.rmse_func",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.core.models.greedy_ensemble.ensemble_selection.EnsembleSelection",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "autogluon.core.models.greedy_ensemble.greedy_weighted_ensemble_model.GreedyWeightedEnsembleModel",
- "autogluon.core.models.ensemble.stacker_ensemble_model.StackerEnsembleModel",
- "networkx.classes.digraph.DiGraph",
- "autogluon.core.metrics.rmse_func",
- "autogluon.common.features.feature_metadata.FeatureMetadata",
- "autogluon.core.metrics._PredictScorer",
- "autogluon.tabular.trainer.auto_trainer.AutoTrainer",
- "autogluon.core.models.ensemble.weighted_ensemble_model.WeightedEnsembleModel",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "networkx.classes.reportviews.NodeView",
- "collections.defaultdict",
- "tabpfn_extensions.post_hoc_ensembles.sklearn_interface.TaskType",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "builtins.list",
- "autogluon.tabular.predictor.predictor.TabularPredictor",
- "autogluon.tabular.learner.default_learner.DefaultLearner",
- "autogluon.tabular.models.tabpfnv2.tabpfnv2_model.TabPFNV2Model",
- "builtins.slice",
- "pandas.core.frame.DataFrame",
- "pandas.core.indexes.base.Index",
- "numpy._core.multiarray._reconstruct",
- "numpy.dtype",
- "pandas.core.indexes.range.RangeIndex",
- "pandas.core.indexes.base._new_Index",
- "pandas.core.internals.managers.BlockManager",
- "pandas._libs.internals._unpickle_block",
- "numpy.ndarray",
- "pandas.core.series.Series",
- "numpy._core.multiarray._reconstruct",
- "pandas.core.indexes.range.RangeIndex",
- "pandas.core.indexes.base._new_Index",
- "pandas.core.internals.managers.SingleBlockManager",
- "builtins.slice",
- "numpy.dtype",
- "numpy.ndarray"
xetUpload Trained regression model.zip