├── 1清洗数据.py ├── 2绘图.py ├── 3数据预处理.py ├── 4训练模型.py ├── 5预测数据.py ├── PRSA_data_2010.1.1-2014.12.31.csv ├── Preprocessing.npz ├── model.h5 ├── pickle_scaler ├── pollution.csv ├── requirements.txt └── 扫描依赖库.bat /1清洗数据.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/102757017/lstm-multi/HEAD/1清洗数据.py -------------------------------------------------------------------------------- /2绘图.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/102757017/lstm-multi/HEAD/2绘图.py -------------------------------------------------------------------------------- /3数据预处理.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/102757017/lstm-multi/HEAD/3数据预处理.py -------------------------------------------------------------------------------- /4训练模型.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/102757017/lstm-multi/HEAD/4训练模型.py -------------------------------------------------------------------------------- /5预测数据.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/102757017/lstm-multi/HEAD/5预测数据.py -------------------------------------------------------------------------------- /PRSA_data_2010.1.1-2014.12.31.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/102757017/lstm-multi/HEAD/PRSA_data_2010.1.1-2014.12.31.csv -------------------------------------------------------------------------------- /Preprocessing.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/102757017/lstm-multi/HEAD/Preprocessing.npz -------------------------------------------------------------------------------- /model.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/102757017/lstm-multi/HEAD/model.h5 -------------------------------------------------------------------------------- /pickle_scaler: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/102757017/lstm-multi/HEAD/pickle_scaler -------------------------------------------------------------------------------- /pollution.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/102757017/lstm-multi/HEAD/pollution.csv -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/102757017/lstm-multi/HEAD/requirements.txt -------------------------------------------------------------------------------- /扫描依赖库.bat: -------------------------------------------------------------------------------- 1 | pigar 2 | pause --------------------------------------------------------------------------------