Chaos Theory Python Packages

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.

665 1 3

mechanicsdsl-core

A Domain-Specific Language and Transpiler for Classical Mechanics

411 3 0

tsa-course

A collection of scripts and functions used in the course 'Time Series Analysis with Python'

382 271 58

hundun

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

298 13 1

chaos-intelligence

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

273 0 0

frequency-max-power

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

188 37 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

134 37 10

lorenzpy

A Python package to simulate and measure chaotic dynamical systems.

124 0 1

spectral-centroids

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

123 37 10

stftsignal

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

114 37 10

pattingalloang

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

97 0 0

spectral-entropy-signals

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

95 37 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

77 37 10

transfer-entropy-all-signals

A Python library for calculating transfer_entropy_regional all signals

74 37 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

73 37 10

mfdfa1000hz

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

71 37 10

phase-space-3d

A Python library for calculating and plotting phase space 3d

64 37 10

phase-space-2d

A Python library for calculating and plotting phase space

61 37 10

welchspsd

A Python library for calculating welchsPSD

51 37 10

lyapynov

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

48 29 6