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NeerajCodz
/
aiBatteryLifeCycle

Tabular Regression
Keras
Joblib
English
battery
state-of-health
partial-discharge
regression
external-validation
data-leakage
Model card Files Files and versions
xet
Community

Instructions to use NeerajCodz/aiBatteryLifeCycle with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Keras

    How to use NeerajCodz/aiBatteryLifeCycle with Keras:

    # !pip install -U keras tensorflow huggingface_hub
    # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here;
    # "jax" and "torch" also work for computation once TensorFlow is installed.
    import os
    os.environ["KERAS_BACKEND"] = "tensorflow"
    
    import keras
    
    model = keras.saving.load_model("hf://NeerajCodz/aiBatteryLifeCycle")
    
  • Notebooks
  • Google Colab
  • Kaggle
aiBatteryLifeCycle / v3 /tables
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  • 1 contributor
History: 1 commit
NeerajCodz's picture
NeerajCodz
Update v3 model assets and paper artifacts for reviewer revision
edbcf4d 26 days ago
  • table_10_cluster_bootstrap_intervals.csv
    2.67 kB
    Update v3 model assets and paper artifacts for reviewer revision 26 days ago
  • table_1_dataset_summary.csv
    263 Bytes
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  • table_2_nasa_grouped_results.csv
    2.7 kB
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  • table_3_calce_grouped_results.csv
    2.73 kB
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  • table_4_oxford_grouped_results.csv
    2.74 kB
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  • table_5_protocol_comparison.csv
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  • table_6_feature_importance.csv
    1.1 kB
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  • table_7_feature_ablation.csv
    290 Bytes
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  • table_8_external_validation.csv
    11.4 kB
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  • table_9_sensor_stress.csv
    189 Bytes
    Update v3 model assets and paper artifacts for reviewer revision 26 days ago