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causal-discovery-algorithm-selection

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causal-discovery-algorithm-selection / causal_selection /models

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Update with augmented data (178 configs) + pairwise ranking model (71.3% hit rate)

67d1203 verified 18 days ago

meta_learner.pkl
Detected Pickle imports (10)
- "_loss.CyHalfSquaredError",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "sklearn.ensemble._gb.GradientBoostingRegressor",
- "sklearn.multioutput.MultiOutputRegressor",
- "numpy.ndarray",
- "numpy.dtype",
- "sklearn._loss.link.Interval",
- "sklearn.dummy.DummyRegressor",
- "sklearn._loss.link.IdentityLink",
- "sklearn._loss.loss.HalfSquaredError"
How to fix it?
5.2 MB
xet

Update with augmented data (178 configs) + pairwise ranking model (71.3% hit rate) 18 days ago
scaler.pkl
Detected Pickle imports (7)
- "None.dtype",
- "numpy._core.multiarray._reconstruct",
- "numpy.ndarray",
- "sklearn.preprocessing._data.StandardScaler",
- "numpy.dtype",
- "numpy._core.multiarray.scalar",
- "joblib.numpy_pickle.NumpyArrayWrapper"
How to fix it?
2.26 kB
xet

Update causal_selection/models/scaler.pkl with final benchmark (14 networks, 122 configs) 19 days ago