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datamatters24
/
f1-race-predictor-model
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0
Joblib
English
xgboost
lightgbm
sports-prediction
formula1
tabular
classification
ensemble
optuna
License:
mit
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f1-race-predictor-model
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48 commits
datamatters24
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data
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.gitattributes
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initial commit
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README.md
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README_f1-race-predictor-model.md
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best_params.json
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ensemble_config.joblib
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Detected Pickle imports (2)
"numpy.dtype"
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"numpy._core.multiarray.scalar"
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feature_metadata.json
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metrics.json
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pit_strategy.joblib
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Detected Pickle imports (11)
"sklearn.ensemble._gb.GradientBoostingRegressor"
,
"None.Interval"
,
"sklearn.dummy.DummyRegressor"
,
"numpy.CyHalfSquaredError"
,
"sklearn._loss.link.IdentityLink"
,
"numpy.ndarray"
,
"GradientBoostingRegressor.dtype"
,
"sklearn._loss.loss.HalfSquaredError"
,
"numpy._core.multiarray._reconstruct"
,
"numpy.dtype"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
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487 kB
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race_winner_lgbm.joblib
pickle
Detected Pickle imports (8)
"lightgbm.basic.Booster"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"lightgbm.sklearn.LGBMClassifier"
,
"collections.defaultdict"
,
"numpy.dtype"
,
"numpy._core.multiarray.scalar"
,
"numpy.ndarray"
,
"collections.OrderedDict"
How to fix it?
817 kB
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race_winner_lgbm_tuned.joblib
pickle
Detected Pickle imports (8)
"numpy.dtype"
,
"collections.OrderedDict"
,
"collections.defaultdict"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy._core.multiarray.scalar"
,
"lightgbm.sklearn.LGBMClassifier"
,
"numpy.ndarray"
,
"lightgbm.basic.Booster"
How to fix it?
60.1 kB
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race_winner_xgb.joblib
pickle
Detected Pickle imports (6)
"xgboost.core.Booster"
,
"numpy.dtype"
,
"collections.OrderedDict"
,
"xgboost.sklearn.XGBClassifier"
,
"numpy._core.multiarray.scalar"
,
"builtins.bytearray"
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705 kB
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race_winner_xgb_tuned.joblib
pickle
Detected Pickle imports (6)
"numpy.dtype"
,
"collections.OrderedDict"
,
"numpy._core.multiarray.scalar"
,
"xgboost.core.Booster"
,
"xgboost.sklearn.XGBClassifier"
,
"builtins.bytearray"
How to fix it?
363 kB
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runpod_tune.py
13 kB
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