permutation-entropy

There are 2 repositories under permutation-entropy topic.

raphaelvallat / entropy
EntroPy: complexity of time-series in Python (DEPRECATED)
entropy entropy-bits python permutation-entropy signal-processing eeg-analysis biosignals neuroscience complexity eeg eeg-classification machine-learning features-extraction non-linear
Language:Python 158
JuliaDynamics / ComplexityMeasures.jl
Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex systems
probability state-space frequency nonlinear-dynamics complex-systems complexity entropy hacktoberfest julia nonlinear nonlinear-timeseries-analysis ordinal-patterns permutation-entropy
Language:Julia 65
srk-srinivasan / Permutation-Entropy
Python and R Codes for Computing Permutation Entropy
permutation-entropy complexity-measure
Language:Python 35
ValentinaUn / Fast-permutation-entropy
MATLAB script for efficiently computing values of permutation entropy from 1D time series in sliding windows
permutation-entropy time-series-analysis nonlinear-analysis ordinal-patterns fast-permutation-entropy order-patterns ordinal-time-series-analysis entropy entropy-measures sliding-windows eeg eeg-analysis
Language:MATLAB 27
brunorrboaretto / chaos_detection_ANN
Neural network that has been trained to detect temporal correlation and distinguish chaotic from stochastic signals
python keras artificial-neural-networks chaotic-dynamical-systems stochastic-processes time-series-analysis symbolic-analysis permutation-entropy
Language:Python 6
pietro-foini / ISI-WFP
Machine learning model to forecast food security indicators using historical data and external factors like macroeconomics, market prices, weather, and conflicts.
food-insecurity forecasting permutation-entropy symbolic-transfer-entropy xgboost
Language:Jupyter Notebook 4
dschaffner / PESCy
A repository for calculation and analysis code of the Permutation Entropy and Statistical Complexity AnalYsis (PESCy)
permutation-entropy analysis statistical-complexity-analysis pescy calculation plasma
Language:Jupyter Notebook 3
alirezap94 / ICSPIS-2021
chaotic-systems complex-systems dispersion-entropy emergence feature-extraction fuzzy-entropy lorenz-attractor permutation-entropy sample-entropy self-organization time-series-classification joint-entropy-approach
Language:Jupyter Notebook 1