├── .gitignore ├── LICENSE ├── README.md ├── arg_parser.py ├── data └── lg_600_data.npy ├── environment.yml ├── gan_trainer_base.py ├── generative_framework.png ├── lg_dataset.py ├── results └── .gitkeep ├── soc_models └── 2021-01-12-23-17-13_lstm_soc_percentage_lg_positive_temp_300_steps_mixed_cycle_test.h5 ├── train_lstm_gan.ipynb └── train_lstm_gan.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KeiLongW/synthetic-battery-data/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KeiLongW/synthetic-battery-data/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KeiLongW/synthetic-battery-data/HEAD/README.md -------------------------------------------------------------------------------- /arg_parser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KeiLongW/synthetic-battery-data/HEAD/arg_parser.py -------------------------------------------------------------------------------- /data/lg_600_data.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KeiLongW/synthetic-battery-data/HEAD/data/lg_600_data.npy -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KeiLongW/synthetic-battery-data/HEAD/environment.yml -------------------------------------------------------------------------------- /gan_trainer_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KeiLongW/synthetic-battery-data/HEAD/gan_trainer_base.py -------------------------------------------------------------------------------- /generative_framework.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KeiLongW/synthetic-battery-data/HEAD/generative_framework.png -------------------------------------------------------------------------------- /lg_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KeiLongW/synthetic-battery-data/HEAD/lg_dataset.py -------------------------------------------------------------------------------- /results/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /soc_models/2021-01-12-23-17-13_lstm_soc_percentage_lg_positive_temp_300_steps_mixed_cycle_test.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KeiLongW/synthetic-battery-data/HEAD/soc_models/2021-01-12-23-17-13_lstm_soc_percentage_lg_positive_temp_300_steps_mixed_cycle_test.h5 -------------------------------------------------------------------------------- /train_lstm_gan.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KeiLongW/synthetic-battery-data/HEAD/train_lstm_gan.ipynb -------------------------------------------------------------------------------- /train_lstm_gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/KeiLongW/synthetic-battery-data/HEAD/train_lstm_gan.py --------------------------------------------------------------------------------