qingsongedu/Awesome-TimeSeries-SpatioTemporal-LM-LLM resource

Health v2 · maintenance only

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Adoption not part of the score

1222 stars · 91 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 papers, code, and datasets on Large Language Models and Foundation Models applied to time series, spatio-temporal, and event data. It accompanies a survey paper and is actively updated with new research resources.

Use cases

• find papers on LLMs for time series forecasting
• survey foundation models for spatio-temporal data
• research time series anomaly detection with large models
• find datasets for multimodal time series analysis
• keep up with LLM4TS research
• prepare a literature review on time series foundation models

When to choose

• you need a comprehensive, curated reading list on LLMs/foundation models for temporal data
• you are a researcher or student surveying this fast-moving field
• you want links to official code and datasets for cited papers

When to avoid

• you need a runnable library or tool rather than a paper list
• you want production-ready forecasting code
• you need non-temporal LLM resources

Facets

learning-resource · maturity active

machine-learning llm-inference data-science time-series large-language-models artificial-intelligence tutorials awesome-lists cross-platform awesome-list time-series-forecasting foundation-models spatiotemporal research-papers survey

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markdown · JSON · MCP: product_card(name="qingsongedu/Awesome-TimeSeries-SpatioTemporal-LM-LLM")