DuncDennis's repositories
EchoStateNetworkViewer
A streamlit app to explore Echo State Networks.
Chaos-Prediction-Leaderboard
A simple streamlit app to measure and compare your predictions of chaotic time series.
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
DuncDennis
Config files for my GitHub profile.
dynamical-systems-streamlit
🦋 A streamlit web-app to view and measure various dynamical (mostly chaotic) systems.
hello-world
What the name says
lmu-master-thesis-template-latex
Inoffical master's thesis Latex template for physics.
markov_worm
This repository contains the scripts for reproducing the results presented in Costa AC, Ahamed T, Jordan D, Stephens GJ (2023) "A Markovian dynamics for C. elegans behavior across scales" https://arxiv.org/abs/2310.12883
rescomp
Reservoir Computing and related information processing methods
maximally_predictive_states
Code for reproducing the results of the preprint Maximally Predictive Ensemble Dynamics from Data (2021)
reservoirpy
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
rtd-tutorial
See here https://docs.readthedocs.io/en/stable/tutorial/
testing_lorenzpy
Testing the LorenzPy Python package.
testing_rpy
Testing the reservoirpy package and modifications to it.
tutorial_from_tracking_to_posture_dynamics_temp
Tutorial of posture sequences analysis from PCA to transition matrix clustering