├── README.md ├── arimavariations_autoarima_istanbul.ipynb ├── arimavariations_autoarima_pems.ipynb ├── arimavariations_istanbul_data_del.py ├── arimavariations_istanbul_data_mean_sdsh.py ├── arimavariations_istanbul_mean_sh.py ├── arimavariations_pems_716933.py ├── arimavariations_pems_717087.py ├── evaluatemodels_istanbul_data_del.ipynb ├── evaluatemodels_istanbul_data_mean_sdsh.ipynb ├── evaluatemodels_istanbul_data_mean_sh.ipynb ├── evaluatemodels_pems_716933.ipynb ├── evaluatemodels_pems_717087.ipynb ├── evaluationmetrics_pointforecasts.py ├── evaluationmetrics_qrapproaches.py ├── hybridmodels_istanbul.py ├── hybridmodels_pems.py ├── naive_and_average_methods.py ├── plots_istanbul.ipynb ├── plots_pems.ipynb ├── qrapproaches.py ├── qrapproaches_istanbul.ipynb ├── slstm_istanbul_data_del.py ├── slstm_istanbul_data_mean_sdsh.py ├── slstm_istanbul_data_mean_sh.py ├── slstm_pems_716933.py ├── slstm_pems_717087.py ├── ssvr_istanbul_data_del.py ├── ssvr_istanbul_data_mean_sdsh.py ├── ssvr_istanbul_data_mean_sh.py ├── ssvr_pems_716933.py ├── ssvr_pems_717087.py ├── xgboost_istanbul_data_del.py ├── xgboost_istanbul_data_mean_sdsh.py ├── xgboost_istanbul_data_mean_sh.py ├── xgboost_oems_717087.py └── xgboost_pems_716933.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elifyilmaz2027/traffic_flow_forecasting_methods/HEAD/README.md -------------------------------------------------------------------------------- /arimavariations_autoarima_istanbul.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/elifyilmaz2027/traffic_flow_forecasting_methods/HEAD/arimavariations_autoarima_istanbul.ipynb -------------------------------------------------------------------------------- /arimavariations_autoarima_pems.ipynb: -------------------------------------------------------------------------------- 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