Experiments setup to evaluate the performance of the RNN forecasting with different data processing method, forecasting strategies and cross-series methods
├── experiments
│ ├── Compare_crossseries_info.ipynb - Experiment on the influence of cross-series methods of RNN forecasting on the quality of the RNN forecast
│ ├── Compare_data_transformers.ipynb - Experiment on the influence of data processing methods on the quality of the RNN forecast
│ └── Compare_prediction_methods.ipynb - Experiment on the influence of forecasting strategies on the quality of the RNN forecast
├── reports
│ ├── data_tr_experiment_all - outputs of data transformers experiment
│ ├── factors_experiment_all - outputs of cross-series methods experiment
│ ├── factors_experiment_all_notdeseason - outputs of cross-series methods experiment without deseason ts processing
│ ├── strategy_experiment_all - outputs of forecasting strategies experiment
│ └── strategy_experiment_all_notdeseason - outputs of forecasting strategies experiment without deseason ts processing
├── Master_thesis.pdf - (rus) text of my master thesis
├── requirements.txt
├── README.md
