Pinned Repositories
deeplearning.ai
deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.
easyesn
Python library for Reservoir Computing using Echo State Networks
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
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)).
pyESN
Echo State Networks in Python
ReservoirComputing.jl
Reservoir computing utilities for scientific machine learning (SciML)
RNN-RC-Chaos
SpectralCodes
Spectral algorithms for reaction-diffusion equations
TimeseriesPrediction.jl
Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis
cxlusst's Repositories
cxlusst/deeplearning.ai
deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.
cxlusst/easyesn
Python library for Reservoir Computing using Echo State Networks
cxlusst/mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
cxlusst/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)).
cxlusst/pyESN
Echo State Networks in Python
cxlusst/ReservoirComputing.jl
Reservoir computing utilities for scientific machine learning (SciML)
cxlusst/RNN-RC-Chaos
cxlusst/SpectralCodes
Spectral algorithms for reaction-diffusion equations
cxlusst/TimeseriesPrediction.jl
Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis