cxlusst's repositories
ReservoirComputing.jl
Reservoir computing utilities for scientific machine learning (SciML)
pyESN
Echo State Networks in Python
easyesn
Python library for Reservoir Computing using Echo State Networks
TimeseriesPrediction.jl
Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis
parallelized-reservoir-computing
This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the paper: Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach (Physical Review Letters, 120, 024102 (2018)).
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
SpectralCodes
Spectral algorithms for reaction-diffusion equations
deeplearning.ai
deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.