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 about a month ago)

Stargazers 438 (0 this week)

Watchers 17 (0 this week)

Forks 117

License gpl-3.0

Ranking

RepositoryStats indexes 535,551 repositories, of these nschaetti/EchoTorch is ranked #95,045 (82nd percentile) for total stargazers, and #126,530 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #15,473/103,734.

nschaetti/EchoTorch is also tagged with popular topics, for these it's ranked: python (#4,880/20472), machine-learning (#2,075/7379), pytorch (#1,427/5594), artificial-intelligence (#491/1826), neural-networks (#212/676), machine-learning-algorithms (#65/250), machinelearning (#66/239)

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: 2024-07-03 @ 10:33am, id: 87406723 / R_kgDOBTW4gw