├── .gitignore ├── .pre-commit-config.yaml ├── Dockerfile ├── Makefile ├── Pipfile ├── Pipfile.lock ├── README.md ├── blob_checkpoints ├── RNN │ ├── _model.pth.tar │ └── checkpoints │ │ └── last-epoch=99.ckpt ├── TCN │ ├── _model.pth.tar │ └── checkpoints │ │ └── last-epoch=99.ckpt └── Transformer │ ├── _model.pth.tar │ └── checkpoints │ └── last-epoch=99.ckpt ├── dashboard ├── app.py └── info.py ├── data ├── covid_df.csv ├── sp-fra-jour-2022-08-05-19h01.csv ├── sp-fra-jour-2022-08-26-19h01.csv ├── table-indicateurs-open-data-france-2022-08-05-19h01.csv └── table-indicateurs-open-data-france-2022-08-26-19h01.csv ├── fig ├── LSTM_pred_true_plot.png ├── MLOps_diagram.png ├── RNN_pred_true_plot.png ├── RegressionModel_pred_true_plot.png ├── Regression_pred_true_plot.png ├── Transformer_pred_true_plot.png ├── dashboard_screenshot.png └── pred_true_plot.png ├── models ├── RegressionModel ├── TransformerModel ├── TransformerModel.ckpt └── scalers ├── predict.py ├── prediction.py ├── 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