# plot lib
matplotlib==3.2.2
# sci libs
scipy==1.5.0
scikit-learn==0.23.1
# data lib
pandas==1.0.5
numpy==1.19.0
# io lib
xlwt==1.3.0
xlrd==1.2.0
openpyxl==3.0.4
# easy use tool
progress==1.5
人工智能-项目实践-智慧交通-交通流量多模型预测.zip
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人工智能-项目实践-智慧交通-交通流量多模型预测.zip （84个子文件） 
traffic_flow_multi_model_predict-develop loss 
__init__.py 112B mae_loss.py 214B mse_loss.py 211B lib __init__.py 663B metas __init__.py 222B loss.py 31B model.py 1KB plotable.py 230B ga.py 8KB loss.py 1017B feature_extractor.py 659B plot.py 590B individuals.py 2KB lssvr.py 3KB model.py 1KB pipe.py 623B config.py 296B plot __init__.py 125B wireframe.py 594B line.py 429B tasks __init__.py 353B feature_extract_task.py 1004B data_task.py 9KB agg_task.py 686B base_task.py 2KB __main__.py 50B plot_task.py 12KB model_tasks.py 4KB asset BP_10Min.npy 328B GAKNNLSSVR_5Min.npy 144B GABP_10Min.npy 5KB
15min.xlsx 23KB
param.png 85KB flow.png 165KB
2011-05-25.xls 13.04MB GASVR_15Min.npy 144B 2011-05-28.xls 13.43MB export-predict-10Min.xlsx 43KB 2011-05-16.xls 10.41MB GASVR_10Min.npy 144B predict.png 226KB export-predict-15Min.xlsx 30KB 30sec.xlsx 518KB GALSSVR_10Min.npy 144B BP_15Min.npy 328B time_predict.png 206KB 2011-05-20.xls 12.84MB predict-loss.xlsx 5KB 2011-05-19.xls 13.58MB 2011-05-22.xls 12.77MB 2011-05-17.xls 13.18MB 2011-05-23.xls 11.67MB 5min.xlsx 59KB export-predict-5Min.xlsx 80KB GASVR_5Min.npy 144B 2011-05-24.xls 12.94MB 2011-05-27.xls 13.28MB GABP_15Min.npy 5KB agg.xlsx 1.69MB BP_BP.npy 328B 2011-05-18.xls 13.05MB 2011-05-15.xls 13.29MB 2011-05-26.xls 13.4MB 2011-05-21.xls 13.3MB GAKNNLSSVR_15Min.npy 144B 10min.xlsx 32KB GAKNNLSSVR_10Min.npy 144B GALSSVR_5Min.npy 144B GABP_5Min.npy 5KB BP_5Min.npy 328B GALSSVR_15Min.npy 144B data __init__.py 200B xlsx_reader.py 447B extract_feature.py 1KB preprocess_data.py 503B model __init__.py 301B ga_knn_lssvr.py 5KB lssvr.py 3KB bp.py 6KB svr.py 3KB pyproject.toml 57B
requirements.txt 196B config.json 1KB config.py 143B资源评论
