Deep Learning for Time Series Cookbook

Table of Contents

1. Getting Started with Time Series
2. Getting Started with PyTorch
3. Univariate Time Series Forecasting
4. Forecasting with PyTorch Lightning
5. Global Forecasting Models
6. Advanced Deep Learning Architectures for Time Series Forecasting
7. Probabilistic Time Series Forecasting
8. Deep Learning for Time Series Classification
9. Deep Learning for Time Series Anomaly Detection