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aps-gnsp-generatedata

Generate Data for RC

dalai

The simplest way to run LLaMA on your local machine

dl_structuredlight

the relevant codes for paper 'Deep-learning-assisted communication capacity enhancement by non-orthogonal state recognition of structured light'

echo_state_networks_memory_capacity

a fork about ESN'MC

hctsa

Highly comparative time-series analysis

how-to-research

This is the repository for how to research.

modelforoamlight

ng-rc-paper-code

Code for the paper "Next Generation Reservoir Computing"

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)).

psyc9015---nonlinear-time-series-analysis

Lyapunov from data (worth to try) Repository contains materials for PSYC9015 - Nonlinear time series analysis

pytorch_forward_forward

Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation

reservoir-observer

This repository gives two examples with reservoir observer and it is based on this paper: Reservoir observers: Model-free inference of unmeasured variables in chaotic systems The two dynamic systems chosen are Rössler and Lorenz.

sindy-pi

SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics

xlumina

XLuminA, a highly-efficient, auto-differentiating discovery framework for super-resolution microscopy.