| { |
| "version": "v2", |
| "count": 106, |
| "files": [ |
| { |
| "path": "datamap.json", |
| "bytes": 9381 |
| }, |
| { |
| "path": "figures/best_actual_vs_pred.png", |
| "bytes": 85409 |
| }, |
| { |
| "path": "figures/best_ensemble_prediction.png", |
| "bytes": 82546 |
| }, |
| { |
| "path": "figures/capacity_and_rul.png", |
| "bytes": 232099 |
| }, |
| { |
| "path": "figures/capacity_distribution_by_temp.png", |
| "bytes": 99250 |
| }, |
| { |
| "path": "figures/capacity_fade_all_batteries.png", |
| "bytes": 458444 |
| }, |
| { |
| "path": "figures/capacity_fade_by_temperature.png", |
| "bytes": 362906 |
| }, |
| { |
| "path": "figures/capacity_fade_interactive.html", |
| "bytes": 4968881 |
| }, |
| { |
| "path": "figures/ced_curves.png", |
| "bytes": 190362 |
| }, |
| { |
| "path": "figures/classical_best_actual_vs_pred.png", |
| "bytes": 79251 |
| }, |
| { |
| "path": "figures/classical_best_actual_vs_pred_v2.png", |
| "bytes": 102074 |
| }, |
| { |
| "path": "figures/classical_best_residuals.png", |
| "bytes": 96587 |
| }, |
| { |
| "path": "figures/classical_best_residuals_v2.png", |
| "bytes": 77949 |
| }, |
| { |
| "path": "figures/classical_soh_comparison.png", |
| "bytes": 76642 |
| }, |
| { |
| "path": "figures/classical_soh_comparison_v2.png", |
| "bytes": 83189 |
| }, |
| { |
| "path": "figures/classical_top8.png", |
| "bytes": 47619 |
| }, |
| { |
| "path": "figures/classification_confusion_matrices.png", |
| "bytes": 77877 |
| }, |
| { |
| "path": "figures/classification_confusion_matrices_v2.png", |
| "bytes": 67326 |
| }, |
| { |
| "path": "figures/degradation_state_distribution.png", |
| "bytes": 76237 |
| }, |
| { |
| "path": "figures/dg_itransformer_predictions.png", |
| "bytes": 106928 |
| }, |
| { |
| "path": "figures/dg_itransformer_training.png", |
| "bytes": 86833 |
| }, |
| { |
| "path": "figures/ensemble_comparison.png", |
| "bytes": 70915 |
| }, |
| { |
| "path": "figures/ensemble_weights.png", |
| "bytes": 29535 |
| }, |
| { |
| "path": "figures/feature_correlation_heatmap.png", |
| "bytes": 234463 |
| }, |
| { |
| "path": "figures/impedance_evolution.png", |
| "bytes": 392599 |
| }, |
| { |
| "path": "figures/lstm_actual_vs_predicted.png", |
| "bytes": 196258 |
| }, |
| { |
| "path": "figures/lstm_training_curves.png", |
| "bytes": 211821 |
| }, |
| { |
| "path": "figures/mc_dropout_uncertainty_lstm.png", |
| "bytes": 210684 |
| }, |
| { |
| "path": "figures/per_battery_mae_heatmap_v2.png", |
| "bytes": 394916 |
| }, |
| { |
| "path": "figures/radar_top6.png", |
| "bytes": 137885 |
| }, |
| { |
| "path": "figures/re_vs_rct_scatter.png", |
| "bytes": 202116 |
| }, |
| { |
| "path": "figures/shap_rf_soh_v2.png", |
| "bytes": 62157 |
| }, |
| { |
| "path": "figures/shap_xgboost_soh.png", |
| "bytes": 98844 |
| }, |
| { |
| "path": "figures/shap_xgboost_soh_v2.png", |
| "bytes": 104883 |
| }, |
| { |
| "path": "figures/soc_coulomb_counting_demo.png", |
| "bytes": 95334 |
| }, |
| { |
| "path": "figures/soh_degradation_trends.png", |
| "bytes": 276516 |
| }, |
| { |
| "path": "figures/soh_distribution.png", |
| "bytes": 169578 |
| }, |
| { |
| "path": "figures/transformer_pt_training_curves.png", |
| "bytes": 89921 |
| }, |
| { |
| "path": "figures/transformer_tf_training_curves.png", |
| "bytes": 82294 |
| }, |
| { |
| "path": "figures/unified_model_comparison.png", |
| "bytes": 191781 |
| }, |
| { |
| "path": "figures/vae_anomaly_detection.png", |
| "bytes": 103210 |
| }, |
| { |
| "path": "figures/vae_latent_umap.png", |
| "bytes": 207072 |
| }, |
| { |
| "path": "figures/vae_lstm_prediction.png", |
| "bytes": 133550 |
| }, |
| { |
| "path": "figures/voltage_surface_3d.png", |
| "bytes": 517017 |
| }, |
| { |
| "path": "figures/voltage_surface_3d_interactive.html", |
| "bytes": 4890532 |
| }, |
| { |
| "path": "models/classical/best_rul_model.joblib", |
| "bytes": 52675969 |
| }, |
| { |
| "path": "models/classical/elasticnet.joblib", |
| "bytes": 728 |
| }, |
| { |
| "path": "models/classical/extra_trees.joblib", |
| "bytes": 129434065 |
| }, |
| { |
| "path": "models/classical/gradient_boosting.joblib", |
| "bytes": 5329994 |
| }, |
| { |
| "path": "models/classical/knn_k10.joblib", |
| "bytes": 472806 |
| }, |
| { |
| "path": "models/classical/knn_k20.joblib", |
| "bytes": 472806 |
| }, |
| { |
| "path": "models/classical/knn_k5.joblib", |
| "bytes": 430772 |
| }, |
| { |
| "path": "models/classical/lasso.joblib", |
| "bytes": 728 |
| }, |
| { |
| "path": "models/classical/lightgbm.joblib", |
| "bytes": 9016891 |
| }, |
| { |
| "path": "models/classical/lightgbm_best_params.joblib", |
| "bytes": 202 |
| }, |
| { |
| "path": "models/classical/random_forest.joblib", |
| "bytes": 84496273 |
| }, |
| { |
| "path": "models/classical/rf_classifier.joblib", |
| "bytes": 11774841 |
| }, |
| { |
| "path": "models/classical/ridge.joblib", |
| "bytes": 348607297 |
| }, |
| { |
| "path": "models/classical/svr.joblib", |
| "bytes": 133966 |
| }, |
| { |
| "path": "models/classical/xgb_classifier.joblib", |
| "bytes": 2311949 |
| }, |
| { |
| "path": "models/classical/xgboost.joblib", |
| "bytes": 11282160 |
| }, |
| { |
| "path": "models/classical/xgboost_best_params.joblib", |
| "bytes": 186 |
| }, |
| { |
| "path": "models/deep/attention_lstm.pt", |
| "bytes": 1451025 |
| }, |
| { |
| "path": "models/deep/batterygpt.pt", |
| "bytes": 430498 |
| }, |
| { |
| "path": "models/deep/bidirectional_lstm.pt", |
| "bytes": 2167009 |
| }, |
| { |
| "path": "models/deep/dynamic_graph_itransformer.keras", |
| "bytes": 1716519 |
| }, |
| { |
| "path": "models/deep/gru.pt", |
| "bytes": 617208 |
| }, |
| { |
| "path": "models/deep/itransformer.keras", |
| "bytes": 1703636 |
| }, |
| { |
| "path": "models/deep/physics_itransformer.keras", |
| "bytes": 1750974 |
| }, |
| { |
| "path": "models/deep/tft.pt", |
| "bytes": 3743692 |
| }, |
| { |
| "path": "models/deep/vae_lstm.pt", |
| "bytes": 3288250 |
| }, |
| { |
| "path": "models/deep/vanilla_lstm.pt", |
| "bytes": 822199 |
| }, |
| { |
| "path": "models.json", |
| "bytes": 20184 |
| }, |
| { |
| "path": "reports/best_model_analysis.png", |
| "bytes": 125589 |
| }, |
| { |
| "path": "reports/model_validation.csv", |
| "bytes": 1357 |
| }, |
| { |
| "path": "reports/per_battery_accuracy.png", |
| "bytes": 78343 |
| }, |
| { |
| "path": "reports/r2_vs_accuracy.png", |
| "bytes": 60668 |
| }, |
| { |
| "path": "reports/validation_accuracy_bars.png", |
| "bytes": 79762 |
| }, |
| { |
| "path": "reports/validation_report.html", |
| "bytes": 0 |
| }, |
| { |
| "path": "reports/validation_summary.json", |
| "bytes": 312 |
| }, |
| { |
| "path": "results/battery_features.csv", |
| "bytes": 679465 |
| }, |
| { |
| "path": "results/battery_sequences.npz", |
| "bytes": 271181 |
| }, |
| { |
| "path": "results/best_model_analysis.png", |
| "bytes": 112639 |
| }, |
| { |
| "path": "results/classical_results.csv", |
| "bytes": 555 |
| }, |
| { |
| "path": "results/classical_rul_results.csv", |
| "bytes": 421 |
| }, |
| { |
| "path": "results/classical_soh_results.csv", |
| "bytes": 1255 |
| }, |
| { |
| "path": "results/dg_itransformer_results.json", |
| "bytes": 225 |
| }, |
| { |
| "path": "results/ensemble_results.csv", |
| "bytes": 1064 |
| }, |
| { |
| "path": "results/final_rankings.csv", |
| "bytes": 2818 |
| }, |
| { |
| "path": "results/intra_battery.json", |
| "bytes": 287 |
| }, |
| { |
| "path": "results/lstm_soh_results.csv", |
| "bytes": 561 |
| }, |
| { |
| "path": "results/model_validation.csv", |
| "bytes": 1787 |
| }, |
| { |
| "path": "results/per_battery_accuracy.png", |
| "bytes": 80454 |
| }, |
| { |
| "path": "results/r2_vs_accuracy.png", |
| "bytes": 71259 |
| }, |
| { |
| "path": "results/training_summary.json", |
| "bytes": 376 |
| }, |
| { |
| "path": "results/transformer_soh_results.csv", |
| "bytes": 539 |
| }, |
| { |
| "path": "results/unified_results.csv", |
| "bytes": 2818 |
| }, |
| { |
| "path": "results/vae_lstm_results.json", |
| "bytes": 189 |
| }, |
| { |
| "path": "results/validation_accuracy_bars.png", |
| "bytes": 94297 |
| }, |
| { |
| "path": "results/validation_report.html", |
| "bytes": 0 |
| }, |
| { |
| "path": "results/validation_summary.json", |
| "bytes": 310 |
| }, |
| { |
| "path": "scalers/features_minmax.joblib", |
| "bytes": 1143 |
| }, |
| { |
| "path": "scalers/features_standard.joblib", |
| "bytes": 871 |
| }, |
| { |
| "path": "scalers/linear_scaler.joblib", |
| "bytes": 871 |
| }, |
| { |
| "path": "scalers/sequence_scaler.joblib", |
| "bytes": 871 |
| }, |
| { |
| "path": "scalers/standard_scaler.joblib", |
| "bytes": 871 |
| } |
| ] |
| } |
