Chaos Theory Python Packages

mechanicsdsl-core

Domain-specific language and compiler for physical systems. Write a Lagrangian, get a simulation. Thirteen code generation backends, built on SymPy.

2K 2 0

pyzeta

Numerical project written (mostly) in Python that is all about (dynamical) zeta functions and their application to the calculation of (quantum and classical) resonances.

391 1 3

hundun

🦋 hundun is a python library for the exploration of chaos.

379 13 1

hidden-attractors-fo

`hidden-attractors-fo` provides reproducible workflows for seed generation, numerical continuation, simulation, diagnostics, and validation of hidden-attractor candidates in scalar Lur’e systems.

367 0 0

tsa-course

Book and material for the course "Time series analysis with Python" (STA-2003)

300 279 61

chaos-intelligence

A Layer API built on top of `tensorflow.keras` Functional API. Allows application of chaos theory deterministic functions to neural networks.

218 0 0

pattingalloang

JAX-accelerated Python library for simulating and analyzing the Aizawa strange attractor with comprehensive chaos metrics.

192 0 0

frequency-max-power

A Python library for calculating frequency_max_power

169 38 10

spectral-centroids

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

157 38 10

spectral-edge-density

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

149 38 10

spectral-entropy-signals

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

136 38 10

lorenzpy

A Python package to simulate and measure chaotic dynamical systems.

134 0 1

stftsignal

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

133 38 10

transfer-entropy-all-signals

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

117 38 10

mfdfa1000hz

A Python library for calculating MFDFA for 1000hz

106 38 10

transfer-entropy-regional

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

103 38 10

transfer-entropy-hemispheric

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

102 38 10

welchspsd

Feature extraction and prediction of human neural signals, using chaos theory, dynamical systems theory, various physics/maths theories, RNN, CNN, transformers

90 38 10

phase-space-3d

A Python library for calculating and plotting phase space 3d

89 38 10

phase-space-2d

A Python library for calculating and plotting phase space

84 38 10

lyapynov

Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.

83 30 7