weixiongdi / PyFacies Public

Rock Facies characterization by using different machine learning algorithms

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Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
1_data_statistic_preprocessing_preparing_zhili.ipynb		1_data_statistic_preprocessing_preparing_zhili.ipynb
3_Facies_classification_SVM_zhilicopy.ipynb		3_Facies_classification_SVM_zhilicopy.ipynb
4_Facies_classification_KNN_zhilicopy.ipynb		4_Facies_classification_KNN_zhilicopy.ipynb
4_KNN_zhili- Copy.ipynb		4_KNN_zhili- Copy.ipynb
6_Facies_classification_DTree_zhili.ipynb		6_Facies_classification_DTree_zhili.ipynb
6_dtree_model.png		6_dtree_model.png
7.ANN_mlpclassifier.ipynb		7.ANN_mlpclassifier.ipynb
7.ANN_mlpclassifier_reg+dropout.ipynb		7.ANN_mlpclassifier_reg+dropout.ipynb
7.ANN_mlpclassifier_regularize.ipynb		7.ANN_mlpclassifier_regularize.ipynb
8.CNN_same_padding_new.ipynb		8.CNN_same_padding_new.ipynb
8.CNN_shiftone_new.ipynb		8.CNN_shiftone_new.ipynb
LICENSE		LICENSE
README.md		README.md
df1.pickled		df1.pickled
test_set_df.pickled		test_set_df.pickled
train_set_df.pickled		train_set_df.pickled