yyysjz1997/Awesome-TimeSeries-SpatioTemporal-Diffusion-Model resource

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1005 stars · 74 forks observed · 2026-09-01

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

A curated awesome-list and survey repository cataloging diffusion models for time series, spatio-temporal, and tabular data, with papers, code, and applications. It accompanies an ACM Computing Surveys paper and is actively updated with community contributions.

Use cases

• find papers on diffusion models for time series forecasting
• survey of generative models for spatio-temporal data
• literature review for time series diffusion research
• find code implementations of time series diffusion models
• learn about diffusion models for traffic or climate data
• start research on generative time series modeling

When to choose

• you need a comprehensive, categorized reading list of diffusion model research for temporal data
• you want a peer-reviewed survey (ACM Computing Surveys) as a research foundation
• you want links to papers, code, and applications in one place

When to avoid

• you need runnable software or a library rather than a paper list
• you need tutorials for beginners rather than research papers
• you need diffusion models for images or text rather than time series

Facets

learning-resource · maturity active

machine-learning deep-learning data-science machine-learning deep-learning time-series tutorials awesome-lists cross-platform awesome-list diffusion-models time-series spatio-temporal survey paper-list generative-models

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markdown · JSON · MCP: product_card(name="yyysjz1997/Awesome-TimeSeries-SpatioTemporal-Diffusion-Model")