Echo state network implementation on TensorFlow. The reservoir is provided as an
example.ipynbfor an example on how to use the library.
- Read the docs in
esn_cell.pyfor more in depth details.
- See PracticalESN for some good advice on how to use Echo State Networks successfully.
If link is broken search for:
Lukoševičius, Mantas. "A practical guide to applying echo state networks." Neural networks: Tricks of the trade. Springer, Berlin, Heidelberg, 2012. 659-686.
Currently it has been tested on 1.12 on python 2.7. Some older version are supported on dedicated branches.
Feel free :)