https://github.com/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.
https://github.com/nschaetti/EchoTorch

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

Last synced: about 1 month ago
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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.

• Host: GitHub
• URL: https://github.com/nschaetti/EchoTorch
• Owner: nschaetti
• License: gpl-3.0
• Created: 2017-04-06T08:41:57.000Z (about 7 years ago)
• Default Branch: dev
• Last Pushed: 2021-09-16T15:21:18.000Z (almost 3 years ago)
• Last Synced: 2024-02-11T23:18:35.232Z (5 months ago)
• Topics: artificial-intelligence, artificial-neural-networks, echo-state-networks, machine-learning, machine-learning-algorithms, machinelearning, neural-networks, python, python-toolkit, pytorch, recurrent-networks, recurrent-neural-networks, reservoir-computing, torch
• Language: Python
• Homepage: https://nschaetti.github.io/echotorch.github.io/
• Size: 58.8 MB
• Stars: 425
• Watchers: 17
• Forks: 112
• Open Issues: 10
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Citation: CITATION

Lists

• awesome-machine-learning-fluid-mechanics - EchoTorch