patrick-kidger / NeuralCDE

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

Date Created 2020-05-18 (4 years ago)

Commits 58 (last one 3 years ago)

Stargazers 633 (0 this week)

Watchers 20 (0 this week)

Forks 70

License apache-2.0

Ranking

RepositoryStats indexes 595,856 repositories, of these patrick-kidger/NeuralCDE is ranked #76,494 (87th percentile) for total stargazers, and #111,217 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #12,310/119,431.

patrick-kidger/NeuralCDE is also tagged with popular topics, for these it's ranked: deep-learning (#1,778/8512), machine-learning (#1,773/8063), pytorch (#1,179/6025), neural-networks (#178/728), time-series (#131/672), deep-neural-networks (#139/634)

Other Information

patrick-kidger/NeuralCDE has 1 open pull request on Github, 3 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 3 open issues and 6 closed issues.

All Topics

pytorch rough-paths time-series deep-learning neural-networks machine-learning dynamical-systems deep-neural-networks differential-equations neural-differential-equations controlled-differential-equations

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The only known language in this repository is Python

updated: 2024-12-17 @ 07:17pm, id: 264925559 / R_kgDOD8pxdw