NVIDIA / MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Date Created 2019-04-04 (5 years ago)

Commits 531 (last one about a year ago)

Stargazers 2,440 (3 this week)

Watchers 45 (0 this week)

Forks 360

License other

Ranking

RepositoryStats indexes 565,279 repositories, of these NVIDIA/MinkowskiEngine is ranked #20,454 (96th percentile) for total stargazers, and #46,600 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #3,082/111,292.

NVIDIA/MinkowskiEngine is also tagged with popular topics, for these it's ranked: deep-learning (#616/8171), pytorch (#380/5822), computer-vision (#172/2976), neural-network (#118/1072), cuda (#38/616), convolutional-neural-networks (#27/529), semantic-segmentation (#24/498)

Other Information

NVIDIA/MinkowskiEngine has 11 open pull requests on Github, 29 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 194 open issues and 351 closed issues.

There have been 6 releases, the latest one was published on 2021-05-21 (3 years ago) with the name v0.5.4.

Homepage URL: https://nvidia.github.io/MinkowskiEngine

All Topics

cuda pytorch 3d-vision space-time deep-learning neural-network sparse-tensors computer-vision minkowski-engine trilateral-filter sparse-convolution auto-differentiation high-dimensional-data semantic-segmentation sparse-tensor-network 3d-convolutional-network spatio-temporal-analysis high-dimensional-inference convolutional-neural-networks 4d-convolutional-neural-network

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Recent Commit History

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

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Languages

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

updated: 2024-09-28 @ 02:38pm, id: 179401695 / R_kgDOCrFz3w