├── .gitignore ├── .pre-commit-config.yaml ├── LICENSE ├── Notebooks ├── Chapter 3 - Time Series Data Preparation (1).ipynb ├── Chapter 4 - Introduction to Autoregressive and Automated Methods for Time Series Forecasting - Azure Machine Learning Example.ipynb ├── Chapter 4 - Introduction to Autoregressive and Automated Methods for Time Series Forecasting.ipynb ├── Chapter 5 - Introduction to Neural Networks for Time Series Forecasting (1).ipynb ├── Chapter 6 - Model Deployment for Time Series Forecasting - Training.ipynb ├── Chapter 6 - Model Deployment for Time Series Forecasting - Serving.ipynb ├── Data Setup.ipynb ├── common │ ├── environment.yml │ ├── forecasting_helper.py │ └── utils.py └── energydemandforecasting │ ├── azureml-env.yml │ ├── score.py │ ├── train.py │ └── utils.py ├── README.md ├── environment-aml.yml └── environment.yml /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FrancescaLazzeri/Machine-Learning-for-Time-Series-Forecasting/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FrancescaLazzeri/Machine-Learning-for-Time-Series-Forecasting/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FrancescaLazzeri/Machine-Learning-for-Time-Series-Forecasting/HEAD/LICENSE -------------------------------------------------------------------------------- /Notebooks/Chapter 3 - 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