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DCEKit (Data Chemical Engineering toolKit)
Python
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Latest commit 269344a Sep 16, 2019
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dcekit add AD Sep 16, 2019
.gitignore Initial commit Aug 12, 2019
LICENSE Initial commit Aug 12, 2019
LICENSE.txt change for package requirement Aug 13, 2019
MANIFEST.in change for package requirement Aug 13, 2019
README.md Update README.md Aug 20, 2019
debutanizer_y_measurement_span_10.csv Add files via upload Aug 12, 2019
demo_ad.py
demo_bagging_classification_no_hyperparameters.py arrange codes Sep 2, 2019
demo_bagging_classification_with_hyperparameters.py arrange codes Sep 2, 2019
demo_bagging_regression_no_hyperparameters.py arrange codes Sep 16, 2019
demo_bagging_regression_with_hyperparameters.py arrange codes Sep 16, 2019
demo_bayesian_optimization.py change name Aug 28, 2019
demo_bayesian_optimization_multiple_y.py change name Aug 28, 2019
demo_clustering_based_on_correlation_coefficients.py Add files via upload Aug 12, 2019
demo_double_cross_validation_for_pls.py Add files via upload Aug 12, 2019
demo_elo_pls.py add Ensemble Learning Outlier sample detection (ELO) Sep 2, 2019
demo_fast_opt_svr_hyperparams_cv.py modify functions of svr optimization Aug 23, 2019
demo_fast_opt_svr_hyperparams_midknn.py modify functions of svr optimization Aug 23, 2019
demo_gmr.py Add files via upload Aug 12, 2019
demo_gmr_with_cross_validation.py Add files via upload Aug 12, 2019
demo_gmr_with_interpolation.py Add files via upload Aug 12, 2019
demo_gp_kernel_design_cv.py arrange codes Sep 16, 2019
demo_gp_kernel_design_test.py arrange codes Sep 16, 2019
demo_gtm.py add means_modes Aug 21, 2019
demo_gtmr.py add means_modes Aug 21, 2019
demo_gtmr_multi_y.py add means_modes Aug 21, 2019
demo_inverse_gtmr.py add means_modes Aug 21, 2019
demo_inverse_gtmr_with_multi_y.py add means_modes Aug 21, 2019
demo_kennard_stone.py Add files via upload Aug 12, 2019
demo_lof.py arrange codes Sep 16, 2019
demo_lwpls_r2lm.py reconstruct LWPLS Aug 28, 2019
demo_maecce_for_pls.py Add files via upload Aug 12, 2019
demo_midknn_in_svr.py Add files via upload Aug 12, 2019
demo_opt_gtm_with_k3nerror.py add means_modes Aug 21, 2019
demo_opt_gtmr_with_cv_multi_y.py modify cv_opt Aug 21, 2019
demo_opt_gtmr_with_cv_multi_y_descriptors.py modify cv_opt Aug 21, 2019
demo_search_highly_correlated_variables.py
demo_semi_supervised_learning_low_dim_no_hyperparameters.py alpha=0 Sep 10, 2019
demo_semi_supervised_learning_low_dim_no_hyperparameters_with_ad.py alpha=0 Sep 10, 2019
demo_semi_supervised_learning_low_dim_with_hyperparameters.py add semi-supervised learning and transfer learning Aug 31, 2019
demo_semi_supervised_learning_low_dim_with_hyperparameters_with_ad.py add semi-supervised learning and transfer learning Aug 31, 2019
demo_sgtm.py add means_modes Aug 21, 2019
demo_time_series_data_analysis_lwpls_r2lm.py reconstruct LWPLS Aug 28, 2019
demo_transfer_learning_no_hyperparameters.py alpha=0 Sep 10, 2019
demo_transfer_learning_with_hyperparameters.py add semi-supervised learning and transfer learning Aug 31, 2019
demo_y_randomization.py alpha=0 Sep 10, 2019
demo_y_randomization_with_hyperparameter.py Add files via upload Aug 12, 2019
descriptors8_with_boiling_point.csv add sample dataset Aug 31, 2019
descriptors_with_logS.csv Add files via upload Aug 12, 2019
descriptors_with_multi_y.csv Add files via upload Aug 12, 2019
interpolated_dataset.csv Add files via upload Aug 12, 2019
iris_with_nan.csv Add files via upload Aug 12, 2019
numerical_simulation_data.csv add Ensemble Learning Outlier sample detection (ELO) Sep 2, 2019
settings.csv add Bayesian Optimization Aug 28, 2019
setup.py add AD Sep 16, 2019
training_data.csv add Bayesian Optimization Aug 28, 2019
x_for_prediction.csv add Bayesian Optimization Aug 28, 2019

README.md

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