├── BuildPkl_1.py ├── BuildPkl_2.py ├── BuildPkl_3.py ├── FeatureExtraction.py ├── Lifespan prediction of lithium-ion batteries based on various extracted .pdf ├── Readme.md ├── decisionTree.py ├── original.csv ├── pima.pickle.dat ├── regularized.csv └── xgboostTrain.py /BuildPkl_1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zi-hao-Wei/MIT-Battery-Dataset-feature-extraction-and-RUL-prediction-by-Xgboost/HEAD/BuildPkl_1.py -------------------------------------------------------------------------------- /BuildPkl_2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zi-hao-Wei/MIT-Battery-Dataset-feature-extraction-and-RUL-prediction-by-Xgboost/HEAD/BuildPkl_2.py -------------------------------------------------------------------------------- /BuildPkl_3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zi-hao-Wei/MIT-Battery-Dataset-feature-extraction-and-RUL-prediction-by-Xgboost/HEAD/BuildPkl_3.py -------------------------------------------------------------------------------- /FeatureExtraction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zi-hao-Wei/MIT-Battery-Dataset-feature-extraction-and-RUL-prediction-by-Xgboost/HEAD/FeatureExtraction.py -------------------------------------------------------------------------------- /Lifespan prediction of lithium-ion batteries based on various extracted .pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zi-hao-Wei/MIT-Battery-Dataset-feature-extraction-and-RUL-prediction-by-Xgboost/HEAD/Lifespan prediction of lithium-ion batteries based on various extracted .pdf -------------------------------------------------------------------------------- /Readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zi-hao-Wei/MIT-Battery-Dataset-feature-extraction-and-RUL-prediction-by-Xgboost/HEAD/Readme.md -------------------------------------------------------------------------------- /decisionTree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zi-hao-Wei/MIT-Battery-Dataset-feature-extraction-and-RUL-prediction-by-Xgboost/HEAD/decisionTree.py -------------------------------------------------------------------------------- /original.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zi-hao-Wei/MIT-Battery-Dataset-feature-extraction-and-RUL-prediction-by-Xgboost/HEAD/original.csv -------------------------------------------------------------------------------- /pima.pickle.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zi-hao-Wei/MIT-Battery-Dataset-feature-extraction-and-RUL-prediction-by-Xgboost/HEAD/pima.pickle.dat -------------------------------------------------------------------------------- /regularized.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zi-hao-Wei/MIT-Battery-Dataset-feature-extraction-and-RUL-prediction-by-Xgboost/HEAD/regularized.csv -------------------------------------------------------------------------------- /xgboostTrain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Zi-hao-Wei/MIT-Battery-Dataset-feature-extraction-and-RUL-prediction-by-Xgboost/HEAD/xgboostTrain.py --------------------------------------------------------------------------------