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jonblustein
/
chemical-molecules-gap
like
1
Tabular Regression
jonblustein/chemical_molecules
scikit-learn
regression
classification
random-forest
logistic-regression
gradient-boosting
linear-regression
chemistry
molecular-property-prediction
homo-lumo-gap
feature-engineering
pca
k-means
educational
License:
apache-2.0
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chemical-molecules-gap.mp4
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classification_confusion_matrix.png
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eda_correlation_heatmap.png
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eda_feature_correlation_gap.png
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engineered_data_sample.csv
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regression_actual_vs_predicted_clean.png
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regression_actual_vs_predicted_winning.png
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selected_features.pkl
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pickle
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winning_logistic_regression_classifier.pkl
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Detected Pickle imports (6)
"None.dtype"
,
"numpy._core.multiarray._reconstruct"
,
"numpy.ndarray"
,
"numpy.dtype"
,
"sklearn.linear_model._logistic.LogisticRegression"
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"joblib.numpy_pickle.NumpyArrayWrapper"
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winning_random_forest_model.pkl
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Detected Pickle imports (8)
"numpy.dtype"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"sklearn.ensemble._forest.RandomForestRegressor"
,
"sklearn.tree._classes.DecisionTreeRegressor"
,
"sklearn.tree._tree.Tree"
,
"None.dtype"
,
"numpy.ndarray"
,
"numpy._core.multiarray._reconstruct"
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