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aiBatteryLifeCycle

Tabular Regression
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battery
state-of-health
remaining-useful-life
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NeerajCodz commited on
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feat: upload v2 model artifacts (incl. figures & reports)

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  1. .gitattributes +24 -0
  2. artifacts/v2/figures/best_ensemble_prediction.png +0 -0
  3. artifacts/v2/figures/capacity_and_rul.png +3 -0
  4. artifacts/v2/figures/capacity_distribution_by_temp.png +0 -0
  5. artifacts/v2/figures/capacity_fade_all_batteries.png +3 -0
  6. artifacts/v2/figures/capacity_fade_by_temperature.png +3 -0
  7. artifacts/v2/figures/capacity_fade_interactive.html +0 -0
  8. artifacts/v2/figures/ced_curves.png +3 -0
  9. artifacts/v2/figures/classical_best_actual_vs_pred.png +0 -0
  10. artifacts/v2/figures/classical_best_actual_vs_pred_v2.png +3 -0
  11. artifacts/v2/figures/classical_best_residuals.png +0 -0
  12. artifacts/v2/figures/classical_best_residuals_v2.png +0 -0
  13. artifacts/v2/figures/classical_soh_comparison.png +0 -0
  14. artifacts/v2/figures/classical_soh_comparison_v2.png +0 -0
  15. artifacts/v2/figures/classification_confusion_matrices.png +0 -0
  16. artifacts/v2/figures/classification_confusion_matrices_v2.png +0 -0
  17. artifacts/v2/figures/degradation_state_distribution.png +0 -0
  18. artifacts/v2/figures/dg_itransformer_predictions.png +3 -0
  19. artifacts/v2/figures/dg_itransformer_training.png +0 -0
  20. artifacts/v2/figures/ensemble_comparison.png +0 -0
  21. artifacts/v2/figures/ensemble_weights.png +0 -0
  22. artifacts/v2/figures/feature_correlation_heatmap.png +3 -0
  23. artifacts/v2/figures/impedance_evolution.png +3 -0
  24. artifacts/v2/figures/lstm_actual_vs_predicted.png +3 -0
  25. artifacts/v2/figures/lstm_training_curves.png +3 -0
  26. artifacts/v2/figures/mc_dropout_uncertainty_lstm.png +3 -0
  27. artifacts/v2/figures/per_battery_mae_heatmap_v2.png +3 -0
  28. artifacts/v2/figures/radar_top6.png +3 -0
  29. artifacts/v2/figures/re_vs_rct_scatter.png +3 -0
  30. artifacts/v2/figures/shap_rf_soh_v2.png +0 -0
  31. artifacts/v2/figures/shap_xgboost_soh.png +0 -0
  32. artifacts/v2/figures/shap_xgboost_soh_v2.png +3 -0
  33. artifacts/v2/figures/soc_coulomb_counting_demo.png +0 -0
  34. artifacts/v2/figures/soh_degradation_trends.png +3 -0
  35. artifacts/v2/figures/soh_distribution.png +3 -0
  36. artifacts/v2/figures/transformer_pt_training_curves.png +0 -0
  37. artifacts/v2/figures/transformer_tf_training_curves.png +0 -0
  38. artifacts/v2/figures/unified_model_comparison.png +3 -0
  39. artifacts/v2/figures/v2_best_actual_vs_pred.png +0 -0
  40. artifacts/v2/figures/v2_classical_top8.png +0 -0
  41. artifacts/v2/figures/vae_anomaly_detection.png +3 -0
  42. artifacts/v2/figures/vae_latent_umap.png +3 -0
  43. artifacts/v2/figures/vae_lstm_prediction.png +3 -0
  44. artifacts/v2/figures/voltage_surface_3d.png +3 -0
  45. artifacts/v2/figures/voltage_surface_3d_interactive.html +0 -0
  46. artifacts/v2/reports/best_model_analysis.png +3 -0
  47. artifacts/v2/reports/per_battery_accuracy.png +0 -0
  48. artifacts/v2/reports/r2_vs_accuracy.png +0 -0
  49. artifacts/v2/reports/validation_accuracy_bars.png +0 -0
  50. artifacts/v2/results/best_model_analysis.png +3 -0
.gitattributes CHANGED
@@ -58,3 +58,27 @@ artifacts/v1/figures/vae_anomaly_detection.png filter=lfs diff=lfs merge=lfs -te
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  artifacts/v1/figures/voltage_surface_3d.png filter=lfs diff=lfs merge=lfs -text
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+ artifacts/v2/figures/capacity_and_rul.png filter=lfs diff=lfs merge=lfs -text
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+ artifacts/v2/figures/capacity_fade_all_batteries.png filter=lfs diff=lfs merge=lfs -text
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+ artifacts/v2/figures/capacity_fade_by_temperature.png filter=lfs diff=lfs merge=lfs -text
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+ artifacts/v2/figures/ced_curves.png filter=lfs diff=lfs merge=lfs -text
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+ artifacts/v2/figures/dg_itransformer_predictions.png filter=lfs diff=lfs merge=lfs -text
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+ artifacts/v2/figures/lstm_actual_vs_predicted.png filter=lfs diff=lfs merge=lfs -text
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+ artifacts/v2/figures/per_battery_mae_heatmap_v2.png filter=lfs diff=lfs merge=lfs -text
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+ artifacts/v2/figures/radar_top6.png filter=lfs diff=lfs merge=lfs -text
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+ artifacts/v2/reports/best_model_analysis.png filter=lfs diff=lfs merge=lfs -text
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