├── .gitignore ├── 01_dev ├── 01_01_eda.ipynb ├── 01_02_rrnn.ipynb ├── 01_03_results.ipynb ├── 01_04_step_reduccion.py ├── 01_05_lstm_gans.ipynb ├── 01_06_sixth_baterry_prediction.ipynb ├── __pycache__ │ └── temp_model.cpython-39.pyc ├── functions │ ├── LstmGansFunctions.py │ ├── ResultsFunctions.py │ ├── SixthBatteryFunctions.py │ └── __pycache__ │ │ ├── LstmGansFunctions.cpython-39.pyc │ │ ├── ResultsFunctions.cpython-39.pyc │ │ └── SixthBatteryFunctions.cpython-39.pyc └── hyperas_tunning │ └── bidirectional_lstm_hyperas.ipynb ├── Project_Document_Lithium_Ion_Battery.pdf ├── README.md └── images ├── intro.gif ├── logo.png └── mondra.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ikumpli/LSTM-GANS-RUL-Prediction-for-Lithium-ion-Bateries/HEAD/.gitignore -------------------------------------------------------------------------------- /01_dev/01_01_eda.ipynb: 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