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.
Why this job: works in the areas we cover, but does not say which job it does
What it does
EchoTorch is a python module based on PyTorch to implement and test various flavours of Echo State Network models. EchoTorch is not intended to be put into production but for research purposes. As it is based on PyTorch, EchoTorch's layers are designed to be integrated into deep architectures for future work and research.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 52 days ago
- Stars
- 503
- +1 this week
- Licence
- GPL-3.0
- Share-alike terms
- Downloads for
- None listed
- No release files
- Latest tag
- 202101221
- Released 5 years ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 52% closed
- 10 still open
- Pull requests
- 10 merged
- 3 waiting
- Releases
- 5
- 0 in the last year
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 100%
- Jupyter Notebook <1%
Topics
- python
- pytorch
- python-toolkit
- reservoir-computing
- echo-state-networks
- torch
- machine-learning
- machine-learning-algorithms
- machinelearning
- artificial-intelligence
- artificial-neural-networks
- neural-networks
Project record
- JobOther AI tools
- StatusListed
- Commits733
- Forks117
- Watching15
- Stars in 28 days+1
- CreatedApr 6, 2017
- First seen by usNov 7, 2026
- CheckedNov 8, 2026