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aiBatteryLifeCycle

Tabular Regression
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battery
state-of-health
remaining-useful-life
time-series
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xgboost
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NeerajCodz commited on
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feat: upload v1 artifacts at repo root

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  1. .gitattributes +22 -0
  2. v1/figures/best_ensemble_prediction.png +0 -0
  3. v1/figures/capacity_and_rul.png +3 -0
  4. v1/figures/capacity_distribution_by_temp.png +0 -0
  5. v1/figures/capacity_fade_all_batteries.png +3 -0
  6. v1/figures/capacity_fade_by_temperature.png +3 -0
  7. v1/figures/capacity_fade_interactive.html +0 -0
  8. v1/figures/ced_curves.png +3 -0
  9. v1/figures/classical_best_actual_vs_pred.png +0 -0
  10. v1/figures/classical_best_residuals.png +0 -0
  11. v1/figures/classical_soh_comparison.png +0 -0
  12. v1/figures/classification_confusion_matrices.png +0 -0
  13. v1/figures/degradation_state_distribution.png +0 -0
  14. v1/figures/dg_itransformer_predictions.png +3 -0
  15. v1/figures/dg_itransformer_training.png +0 -0
  16. v1/figures/ensemble_comparison.png +0 -0
  17. v1/figures/ensemble_weights.png +0 -0
  18. v1/figures/feature_correlation_heatmap.png +3 -0
  19. v1/figures/impedance_evolution.png +3 -0
  20. v1/figures/lstm_actual_vs_predicted.png +3 -0
  21. v1/figures/lstm_training_curves.png +3 -0
  22. v1/figures/mc_dropout_uncertainty_lstm.png +3 -0
  23. v1/figures/radar_top6.png +3 -0
  24. v1/figures/re_vs_rct_scatter.png +3 -0
  25. v1/figures/shap_xgboost_soh.png +0 -0
  26. v1/figures/soc_coulomb_counting_demo.png +0 -0
  27. v1/figures/soh_degradation_trends.png +3 -0
  28. v1/figures/soh_distribution.png +3 -0
  29. v1/figures/transformer_pt_training_curves.png +0 -0
  30. v1/figures/transformer_tf_training_curves.png +0 -0
  31. v1/figures/unified_model_comparison.png +3 -0
  32. v1/figures/vae_anomaly_detection.png +3 -0
  33. v1/figures/vae_latent_umap.png +3 -0
  34. v1/figures/vae_lstm_prediction.png +3 -0
  35. v1/figures/voltage_surface_3d.png +3 -0
  36. v1/figures/voltage_surface_3d_interactive.html +0 -0
  37. v1/models/classical/elasticnet.joblib +3 -0
  38. v1/models/classical/knn_k10.joblib +3 -0
  39. v1/models/classical/knn_k20.joblib +3 -0
  40. v1/models/classical/knn_k5.joblib +3 -0
  41. v1/models/classical/lasso.joblib +3 -0
  42. v1/models/classical/lightgbm.joblib +3 -0
  43. v1/models/classical/lightgbm_best_params.joblib +3 -0
  44. v1/models/classical/random_forest.joblib +3 -0
  45. v1/models/classical/rf_classifier.joblib +3 -0
  46. v1/models/classical/ridge.joblib +3 -0
  47. v1/models/classical/svr.joblib +3 -0
  48. v1/models/classical/xgb_classifier.joblib +3 -0
  49. v1/models/classical/xgboost.joblib +3 -0
  50. v1/models/classical/xgboost_best_params.joblib +3 -0
.gitattributes CHANGED
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