aliagdeniz/Turkey-electricity-day-ahead-price-forecasting

Turkey electricity day-ahead price forecasting

Turkey electricity day-ahead price forecasting

Files

• ann_model.ipynb
• data-process.ipynb
• my_utils.py
• timeseries.py

Dirs

• TensorBoardGraph: TensorBoard files
• checkpoints: model checkpoints
• dataset: generated dataset
• downloadedData: downloaded from https://seffaflik.epias.com.tr
• • temperatures: downloaded from https://rp5.ru
• models: trained models
• plot-prediction: plotted graphs

Scores

• Train r2_score: 0.9079621406243497
• Test r2_score: 0.8706060734137501
• Train RMSE Score: 20.98138
• Test RMSE Score: 24.87018