Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
.idea		.idea
LR_final		LR_final
LR_mse		LR_mse
LR_r2		LR_r2
LSTM1_O20_B8 (gridsearch)		LSTM1_O20_B8 (gridsearch)
LSTM2_O20_B8		LSTM2_O20_B8
LSTM3_O20_B10		LSTM3_O20_B10
LSTM4_O25_B8		LSTM4_O25_B8
MLP1_H10_I1000		MLP1_H10_I1000
MLP2_H30_I500		MLP2_H30_I500
MLP3_H20_I2000		MLP3_H20_I2000
MLP4_H50_I3000		MLP4_H50_I3000
MLP5_H60_I2500		MLP5_H60_I2500
MLP6_H60_I2000		MLP6_H60_I2000
by_adjfacies		by_adjfacies
raw_well_log		raw_well_log
raw_well_log_fixed_axis		raw_well_log_fixed_axis
LICENSE		LICENSE
LR_ReF9.py		LR_ReF9.py
LR_by_adjfacies.py		LR_by_adjfacies.py
LR_residual.py		LR_residual.py
LR_residual_mean_impute.py		LR_residual_mean_impute.py
LR_with_augment.py		LR_with_augment.py
LR_without_2wells.py		LR_without_2wells.py
LSTM model test.py		LSTM model test.py
LSTM.py		LSTM.py
LSTM_gridsearch.py		LSTM_gridsearch.py
LSTM_with_augment.py		LSTM_with_augment.py
LSTM_without_2wells.py		LSTM_without_2wells.py
MLP.py		MLP.py
MLP_by_adjfacies.py		MLP_by_adjfacies.py
MLP_mean_impute.py		MLP_mean_impute.py
MLP_regressor.py		MLP_regressor.py
MLP_regressor_2layer.py		MLP_regressor_2layer.py
MLP_residual.py		MLP_residual.py
MLP_residual_gridsearch.py		MLP_residual_gridsearch.py
MLP_residual_mean_impute.py		MLP_residual_mean_impute.py
MLP_try10.xlsx		MLP_try10.xlsx
MLP_with_augment.py		MLP_with_augment.py
MLP_without_2wells.py		MLP_without_2wells.py
PE_imputation_result.docx		PE_imputation_result.docx
README.md		README.md
Summary.docx		Summary.docx
Summary.xlsx		Summary.xlsx
XGB.py		XGB.py
augment_features.py		augment_features.py
data describe.xlsx		data describe.xlsx
facies_distribution_by_wells.png		facies_distribution_by_wells.png
facies_vectors.csv		facies_vectors.csv
linearregression1.py		linearregression1.py
linearregression_by_facies.py		linearregression_by_facies.py
make_facies_log_plot.py		make_facies_log_plot.py
medfilt_test.py		medfilt_test.py
plot_each_well.py		plot_each_well.py
plot_with_PE_imputation.py		plot_with_PE_imputation.py
test.py		test.py

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PE_Imputation

PE imputation (CSRD project)

The dataset is from SEG contest.

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suniipang/PE_Imputation

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PE_Imputation

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