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NeerajCodz
/
aiBatteryLifeCycle
like
0
Tabular Regression
Keras
Joblib
NASA-PCoE-Battery
English
battery
state-of-health
remaining-useful-life
time-series
regression
lstm
transformer
xgboost
lightgbm
random-forest
ensemble
License:
mit
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aiBatteryLifeCycle
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v2
/
results
1.32 MB
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battery_features.csv
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battery_sequences.npz
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best_model_analysis.png
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classical_rul_results.csv
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classical_soh_results.csv
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dg_itransformer_results.json
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ensemble_results.csv
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final_rankings.csv
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lstm_soh_results.csv
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per_battery_accuracy.png
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r2_vs_accuracy.png
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transformer_soh_results.csv
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unified_results.csv
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v2_classical_results.csv
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v2_intra_battery.json
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v2_model_validation.csv
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v2_training_summary.json
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v2_validation_report.html
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v2_validation_summary.json
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vae_lstm_results.json
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validation_accuracy_bars.png
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