nschaetti / EchoTorch

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

Date Created 2017-04-06 (7 years ago)

Commits 705 (last one 6 months ago)

Stargazers 461 (1 this week)

Watchers 18 (0 this week)

Forks 117

License gpl-3.0

Ranking

RepositoryStats indexes 595,856 repositories, of these nschaetti/EchoTorch is ranked #97,357 (84th percentile) for total stargazers, and #123,334 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #16,225/119,431.

nschaetti/EchoTorch is also tagged with popular topics, for these it's ranked: python (#5,018/22324), machine-learning (#2,131/8063), pytorch (#1,455/6025), artificial-intelligence (#530/2113), neural-networks (#215/728), machine-learning-algorithms (#67/275), machinelearning (#69/255), artificial-neural-networks (#23/101)

Other Information

nschaetti/EchoTorch has 4 open pull requests on Github, 5 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 10 open issues and 11 closed issues.

There have been 5 releases, the latest one was published on 2021-01-22 (3 years ago) with the name v0.2.3.

Homepage URL: https://nschaetti.github.io/echotorch.github.io/

All Topics

torch python pytorch python-toolkit machinelearning neural-networks machine-learning recurrent-networks echo-state-networks reservoir-computing artificial-intelligence recurrent-neural-networks artificial-neural-networks machine-learning-algorithms

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5 commits on the default branch (dev) since jan '22

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

updated: 2024-12-19 @ 02:32am, id: 87406723 / R_kgDOBTW4gw