├── 1,sun_plot ├── PSO_pred.csv ├── PSO_test.csv ├── TSA_pred.csv ├── TSA_test.csv ├── alllll_result.csv ├── calculate_result.py ├── demoplot.py ├── real.csv ├── regular_pred.csv ├── regular_test.csv └── train.py ├── 1,sun_power ├── PSO_result.csv ├── new_begin_PSO_sun.py ├── new_begin_TSA_sun.py └── testing.xlsx ├── 2,beijing PM2.5 ├── PRSA_data_2010.1.1-2014.12.31.csv ├── PSO_result.csv ├── TSA_result.csv ├── lstm_model.pt ├── new_begin_PSO_beijngpm2.5.py └── new_begin_TSA_beijngpm2.5.py ├── 2,beijing_plot ├── PRSA_data_2010.1.1-2014.12.31.csv ├── PSO_pred.csv ├── PSO_test.csv ├── TSA_pred.csv ├── TSA_test.csv ├── alllll_result.csv ├── calculate_result_beijing.py ├── demoplot_beijing.py ├── lstm_model.pt ├── real.csv ├── regular_pred.csv └── train_beijing.py ├── 3,family_plot ├── PSO_pred.csv ├── PSO_test.csv ├── TSA_pred.csv ├── TSA_test.csv ├── alllll_result.csv ├── calculate_result_family.py ├── demoplot_family.py ├── family_power.xlsx ├── lstm_model.pt ├── real.csv ├── regular_pred.csv └── train_family.py ├── 3,family_power ├── PSO_result.csv ├── TSA_result.csv ├── family_power.xlsx ├── lstm_model.pt ├── new_begin_PSO_family_power.py └── new_begin_TSA_family_power.py ├── 4,airplot ├── AirQualityUCI.xlsx ├── PSO_pred.csv ├── PSO_test.csv ├── TSA_pred.csv ├── TSA_test.csv ├── alllll_result.csv ├── calculate_result_air.py ├── demoplot_air.py ├── lstm_model.pt ├── real.csv ├── regular_pred.csv └── train_air.py ├── 4,airquality ├── AirQualityUCI.xlsx ├── PSO_result.csv ├── TSA_result.csv ├── lstm_model.pt ├── new_begin_PSO_AirQuality.py └── new_begin_TSA_AirQuality.py ├── README.md ├── 未命名绘图.drawio └── 知识图谱.drawio /1,sun_plot/PSO_pred.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WY-Lan/TSA-LSTM-and-PSO-LSTM/HEAD/1,sun_plot/PSO_pred.csv -------------------------------------------------------------------------------- /1,sun_plot/PSO_test.csv: 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