PJalgotrader/Deep_forecasting-USU

[Advanced] Practical Statistical Inference and Machine/Deep Learning for Time Series Forecasting

Book and material for the course "Time series analysis with Python" (STA-2003)

Resources about time series forecasting and deep learning.

A map of modern time-series forecasting architectures, each with a short README and runnable code.

Foundation Models for Time Series

Time series forecasting with PyTorch

The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.

Awesome time series forecasting papers and codes

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting