Echo State Networks are easy to train recurrent neural networks - In some sense, they show how far you can get doing nothing but good weight initialisation. Here is a relatively simple, self-contained and readable implementation of such networks. It exists because I found the Matlab code in the linked article to be none of these things.
forked from cknd/pyESN
imaculate/pyESN
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Folders and files
Name | Name | Last commit message | Last commit date | |
---|---|---|---|---|
Repository files navigation
About
Echo State Network in python
Resources
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published
Languages
- Jupyter Notebook 96.6%
- Python 3.4%