patrk / pyPTE
Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy
☆23Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for pyPTE
- The MVGC Multivariate Granger Causality toolbox for Granger-causal inference from time-series data.☆47Updated last year
- Matlab pipeline for simulating dynamical networks and evaluating dynamic community tracking methods, including CPM, MMM and DPPM☆14Updated 4 years ago
- Open-Source MATLAB toolbox for transfer entropy estimation☆59Updated 7 years ago
- Hidden Markov Modelling of M/EEG data.☆15Updated 3 years ago
- ☆10Updated 7 years ago
- Self-Tuning Optimized Kalman Filtering (STOK) + DyNet simulation + connectivity metrics☆13Updated 3 years ago
- Highly Comparative Graph Analysis - Code for network phenotyping☆44Updated 5 months ago
- A package to study complex networks based on the temporal evolution of their Dynamic Communicability and Flow.☆10Updated 4 months ago
- Open-source software package (HERMES) for the analysis of functional and effective brain connectivity from neurological data (e.g. MEG, E…☆12Updated 5 years ago
- Python module for computing Symbolic Mutual Information and symbolic Transfer of Entropy☆14Updated 6 years ago
- A Python package for construction and analysis of ordinal partition networks from time-series data.☆16Updated 3 years ago
- ☆22Updated 3 months ago
- M/EEG brain age benchmark paper☆24Updated last year
- Methodological considerations for analyzing and interpreting neural oscillations.☆29Updated last year
- EEG/MEG data preprocessing and analyses framework☆12Updated 2 years ago
- A nonlinear time series analysis toolbox☆9Updated 2 years ago
- Code to evaluate nonlinear Granger causality using the kernel trick to reduce complexity☆34Updated last year
- Copula Granger causality for continuous time series☆11Updated 7 years ago
- ☆17Updated 3 weeks ago
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆27Updated 3 years ago
- resources related to papers☆13Updated 4 months ago
- missing data handing: visualize and impute☆18Updated 5 years ago
- ☆11Updated 6 years ago
- Infer activity throughout the brain from a small(ish) number of electrodes using Gaussian process regression☆33Updated 2 years ago
- Neuropycon package of functions for electrophysiology analysis, can be used from graphpype and nipype☆25Updated last year
- Causal Dynamic Network Modeling☆14Updated 5 years ago
- Entropy rate estimators for neuroscience☆25Updated 3 years ago
- Dimensionality reduction on manifold of SPD matrices, based on pymanopt implementation☆12Updated last year
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- Neuropycon package of functions for electrophysiology analysis, can be used from ephypype and nipype☆21Updated 2 years ago