thosvarley / OPyNLinks
A Python package for construction and analysis of ordinal partition networks from time-series data.
☆18Updated 4 months ago
Alternatives and similar repositories for OPyN
Users that are interested in OPyN are comparing it to the libraries listed below
Sorting:
- Highly Comparative Graph Analysis - Code for network phenotyping☆49Updated last year
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆26Updated 8 months ago
- Convolution dictionary learning for time-series☆131Updated 6 months ago
- Open-source EEG neurofeedback for meditation and many more☆16Updated 2 months ago
- Temporal Network Tools☆85Updated last year
- Comparative analysis of pairwise interactions in multivariate time series.☆235Updated 2 months ago
- Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)☆48Updated last year
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆29Updated 4 years ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆43Updated 9 months ago
- Detrended Fluctuation Analysis☆63Updated 4 years ago
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Updated 2 years ago
- MNE-Features software for extracting features from multivariate time series☆150Updated 11 months ago
- Numerical toolbox developed by the Nonlinear & Biomedical Physics group at Lancaster University for analysing real-life time-series.☆36Updated 4 years ago
- Estimate dynamic high-order correlations in multivariate timeseries data☆40Updated last week
- EntroPy: complexity of time-series in Python (DEPRECATED)☆158Updated 4 years ago
- Infer activity throughout the brain from a small(ish) number of electrodes using Gaussian process regression☆35Updated 3 years ago
- Repository of sample scripts to train deep learning model with PyTorch and MNE☆28Updated 6 years ago
- A short course for getting started with deep learning for intracranial extracellular neurophysiology.☆35Updated 3 years ago
- Causal Dynamic Network Modeling☆14Updated 6 years ago
- Methodological considerations for analyzing and interpreting neural oscillations.☆31Updated last year
- Multivariate Dictionary Learning Algorithm☆24Updated last year
- Function to calculate consistency of phase at a given frequency across measurements☆17Updated 7 years ago
- ☆25Updated 4 months ago
- Recurrence Quantification Analysis of Large-Scale Time Series☆31Updated 2 years ago
- Wavelet based multifractal analysis of 1D signals☆34Updated last week
- Demixed Shared Component Analysis☆13Updated 4 years ago
- Matlab pipeline for simulating dynamical networks and evaluating dynamic community tracking methods, including CPM, MMM and DPPM☆13Updated 4 years ago
- Open-Source MATLAB toolbox for transfer entropy estimation☆61Updated 7 years ago
- Code to evaluate nonlinear Granger causality using the kernel trick to reduce complexity☆35Updated 2 years ago
- A nonlinear time series analysis toolbox☆12Updated 2 years ago