NeuroDiffGym / neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

Date Created 2019-03-28 (5 years ago)

Commits 1,243 (last one 4 months ago)

Stargazers 707 (2 this week)

Watchers 25 (0 this week)

Forks 91

License mit

Ranking

RepositoryStats indexes 585,880 repositories, of these NeuroDiffGym/neurodiffeq is ranked #69,832 (88th percentile) for total stargazers, and #88,194 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #11,020/116,710.

NeuroDiffGym/neurodiffeq is also tagged with popular topics, for these it's ranked: deep-learning (#1,657/8407), pytorch (#1,082/5958), artificial-intelligence (#403/2066), neural-networks (#172/719), time-series (#122/663), scientific-computing (#44/256)

Other Information

NeuroDiffGym/neurodiffeq has 10 open pull requests on Github, 95 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 24 open issues and 68 closed issues.

There have been 19 releases, the latest one was published on 2024-01-02 (10 months ago) with the name Release of v0.6.3.

Homepage URL: http://pypi.org/project/neurodiffeq/

All Topics

ode odes pinn pypi pytorch pde-solver time-series deep-learning neural-networks scientific-computing initial-value-problem boundary-value-problem differential-equations mathematical-modelling artificial-intelligence physics-informed-neural-networks

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Recent Commit History

58 commits on the default branch (master) since jan '22

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Languages

The primary language is Python but there's also others...

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updated: 2024-11-23 @ 11:08pm, id: 178251395 / R_kgDOCp_mgw