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Title: GitHub - microsoft/TimeCraft: Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications

Open Graph Title: GitHub - microsoft/TimeCraft: Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications

X Title: GitHub - microsoft/TimeCraft: Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications

Description: Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications - microsoft/TimeCraft

Open Graph Description: Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications - microsoft/TimeCraft

X Description: Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications - microsoft/TimeCraft

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https://patch-diff.githubusercontent.com/microsoft/TimeCraft/blob/main/figures/TimeCraft2.png
https://patch-diff.githubusercontent.com/microsoft/TimeCraft#time-series-generation-for-real-world-applications
✨Time Series Prototypes: The Key to Cross-Domain Generationhttps://patch-diff.githubusercontent.com/microsoft/TimeCraft#%E2%9C%A81-time-series-prototypes-the-key-to-cross-domain-generation
✨Multi-Agent System and Hybrid Conditioning for Text based Controlhttps://patch-diff.githubusercontent.com/microsoft/TimeCraft#%E2%9C%A82-multi-agent-system-and-hybrid-conditioning-for-text-based-control
✨Target-Aware Generation with Influence Function Guidancehttps://patch-diff.githubusercontent.com/microsoft/TimeCraft#%E2%9C%A83-target-aware-generation-with-influence-function-guidance
https://patch-diff.githubusercontent.com/microsoft/TimeCraft#microsoft-research-blogs
TimeCraft: A universal framework for time-series generationhttps://www.microsoft.com/en-us/research/articles/timecraft-a-universal-framework-for-time-series-generation/
TimeDP: Creating cross-domain synthetic time-series datahttps://www.microsoft.com/en-us/research/articles/timedp-creating-cross-domain-synthetic-time-series-data/
TimeCraft:面向真实世界的跨域泛化、文本可控与任务感知通用时间序列生成框架https://mp.weixin.qq.com/s/aq3EqnNykXfNMz9LVyRpnw
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https://patch-diff.githubusercontent.com/microsoft/TimeCraft/blob/main/figures/timedp_indomain.png
https://patch-diff.githubusercontent.com/microsoft/TimeCraft#strongest-text-controllability
paperhttps://arxiv.org/pdf/2503.02445
https://patch-diff.githubusercontent.com/microsoft/TimeCraft#best-downstream-task-performance
paperhttps://arxiv.org/pdf/2504.17613
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https://patch-diff.githubusercontent.com/microsoft/TimeCraft#finance-application
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