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NeerajCodz
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aiBatteryLifeCycle

Tabular Regression
Keras
Joblib
English
battery
state-of-health
remaining-useful-life
time-series
regression
lstm
transformer
xgboost
lightgbm
random-forest
ensemble
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NeerajCodz commited on
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feat: v2/figures

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