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rerun everything with new labels, titles
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GeorgeBatch committed Sep 13, 2020
1 parent 5efcdeb commit ce2f195
Showing 1 changed file with 16 additions and 5 deletions.
21 changes: 16 additions & 5 deletions notebooks/prepare_extended_grid_search_results.ipynb
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"text": [
"all_plots.ipynb\r\n",
"colab_extended_GPflow_pipeline.ipynb\r\n",
"colab_extended_ci_rf_and_gp_saving_results.ipynb\r\n",
"colab_extended_ci-rf-gp_xgb-sota-check_results.ipynb\r\n",
"colab_extended_grid_search_pipeline.ipynb\r\n",
"colab_reproducing_ci_gp.ipynb\r\n",
"colab_reproducing_ci_rf.ipynb\r\n",
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"text": [
"esol_original_extended_full_multiple_ci_runs_pred_gp.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_pred_rf.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_pred_xgb.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_std_gp.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_std_rf.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_true_gp.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_true_rf.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_true_xgb.csv\r\n",
"esol_original_extended_gp_tanimoto_train_test_scores.pickle\r\n",
"esol_original_extended_gp_tanimoto_val_scores.pickle\r\n",
"esol_original_extended_random_search_best_params_full.pickle\r\n",
Expand All @@ -107,20 +109,24 @@
"esol_original_extended_random_search_grid_params_reduced.pickle\r\n",
"esol_original_extended_reduced_multiple_ci_runs_pred_gp.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_pred_rf.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_pred_xgb.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_std_gp.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_std_rf.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_true_gp.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_true_rf.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_true_xgb.csv\r\n",
"esol_original_reproducing_random_search_best_params.pickle\r\n",
"esol_original_reproducing_random_search_best_train_test_scores.pickle\r\n",
"esol_original_reproducing_random_search_best_val_scores.pickle\r\n",
"esol_original_reproducing_random_search_grid_params.pickle\r\n",
"freesolv_original_extended_full_multiple_ci_runs_pred_gp.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_pred_rf.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_pred_xgb.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_std_gp.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_std_rf.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_true_gp.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_true_rf.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_true_xgb.csv\r\n",
"freesolv_original_extended_gp_tanimoto_train_test_scores.pickle\r\n",
"freesolv_original_extended_gp_tanimoto_val_scores.pickle\r\n",
"freesolv_original_extended_random_search_best_params_full.pickle\r\n",
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"name": "stdout",
"output_type": "stream",
"text": [
"freesolv : Solvation Energy\n",
"freesolv : Solvation Free Energy\n",
"esol : Log Solubility\n",
"lipophilicity : Octanol/Water Distribution Coefficient\n"
]
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"output_type": "stream",
"text": [
"freesolv : (kcal/mol)\n",
"esol : (mol/litre)\n",
"esol : \n",
"lipophilicity : (logD)\n"
]
}
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"text": [
"esol_original_extended_full_multiple_ci_runs_pred_gp.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_pred_rf.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_pred_xgb.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_std_gp.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_std_rf.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_true_gp.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_true_rf.csv\r\n",
"esol_original_extended_full_multiple_ci_runs_true_xgb.csv\r\n",
"esol_original_extended_gp_tanimoto_train_test_scores.pickle\r\n",
"esol_original_extended_gp_tanimoto_val_scores.pickle\r\n",
"esol_original_extended_random_search_best_params_full.pickle\r\n",
Expand All @@ -489,23 +497,26 @@
"esol_original_extended_random_search_grid_params_reduced.pickle\r\n",
"esol_original_extended_reduced_multiple_ci_runs_pred_gp.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_pred_rf.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_pred_xgb.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_std_gp.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_std_rf.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_true_gp.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_true_rf.csv\r\n",
"esol_original_extended_reduced_multiple_ci_runs_true_xgb.csv\r\n",
"esol_original_reproducing_random_search_best_params.pickle\r\n",
"esol_original_reproducing_random_search_best_train_test_scores.pickle\r\n",
"esol_original_reproducing_random_search_best_val_scores.pickle\r\n",
"esol_original_reproducing_random_search_grid_params.pickle\r\n",
"freesolv_original_extended_full_multiple_ci_runs_pred_gp.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_pred_rf.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_pred_xgb.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_std_gp.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_std_rf.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_true_gp.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_true_rf.csv\r\n",
"freesolv_original_extended_full_multiple_ci_runs_true_xgb.csv\r\n",
"freesolv_original_extended_gp_tanimoto_train_test_scores.pickle\r\n",
"freesolv_original_extended_gp_tanimoto_val_scores.pickle\r",
"\r\n",
"freesolv_original_extended_gp_tanimoto_val_scores.pickle\r\n",
"freesolv_original_extended_random_search_best_params_full.pickle\r\n",
"freesolv_original_extended_random_search_best_train_test_scores_full.pickle\r\n",
"freesolv_original_extended_random_search_best_val_scores_full.pickle\r\n",
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