cuge1995/awesome-time-series resource

Health v2 · maintenance only

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Adoption not part of the score

1062 stars · 163 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of state-of-the-art papers, code repositories, datasets, and competitions focused on time series forecasting. It covers topics from classic statistical methods to modern deep learning approaches including Transformers and Mamba-based models.

Use cases

• find papers on time series forecasting
• learn state-of-the-art time series prediction methods
• find code implementations of forecasting models
• discover time series datasets
• prepare for time series forecasting competitions
• research spatio-temporal forecasting

When to choose

• you need a curated reading list for time series forecasting research
• you want links to paper code implementations in one place
• you are looking for benchmark competitions and datasets

When to avoid

• you need a working forecasting library rather than a resource list
• you need maintained, production-ready forecasting code

Facets

learning-resource · maturity active

documentation time-series machine-learning tutorials awesome-lists cross-platform awesome-list time-series-forecasting papers kaggle-competitions spatio-temporal

Member repositories

For agents

markdown · JSON · MCP: product_card(name="cuge1995/awesome-time-series")