Chaos Theory Python Packages

mechanicsdsl-core

A Domain-Specific Language and Transpiler for Classical Mechanics

799 3 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.

581 1 3

tsa-course

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

527 267 57

hundun

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

411 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.

232 0 0

frequency-max-power

A Python library for calculating frequency_max_power

182 37 10

lorenzpy

A Python package to simulate and measure chaotic dynamical systems.

134 0 1

pattingalloang

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

109 0 0

stftsignal

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

107 37 10

spectral-centroids

A Python library for calculating spectral_centroids

106 37 10

spectral-edge-density

A Python library for calculating spectral_edge_density

105 37 10

transfer-entropy-regional

A Python library for calculating transfer_entropy_regional

76 37 10

phase-space-2d

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

75 37 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

73 37 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

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

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

70 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

68 37 10

welchspsd

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

63 37 10

lyapynov

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

55 29 6