ContextLab / timecorrLinks
Estimate dynamic high-order correlations in multivariate timeseries data
☆40Updated 4 months ago
Alternatives and similar repositories for timecorr
Users that are interested in timecorr are comparing it to the libraries listed below
Sorting:
- MNE-Features software for extracting features from multivariate time series☆153Updated last month
- Highly Comparative Graph Analysis - Code for network phenotyping☆50Updated last year
- Comparative analysis of pairwise interactions in multivariate time series.☆245Updated 2 months ago
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆98Updated 5 years ago
- EntroPy: complexity of time-series in Python (DEPRECATED)☆158Updated 4 years ago
- python package for DFA (Detrended Fluctuation Analysis) and related algorithms☆130Updated 10 months ago
- Open-Source MATLAB toolbox for transfer entropy estimation☆61Updated 7 years ago
- Copula-GP model☆16Updated 2 years ago
- Wavelet based multifractal analysis of 1D signals☆37Updated last month
- Causal Dynamic Network Modeling☆14Updated 6 years ago
- Light package for connectivity estimation and analysis of neuroimaging data (e.g. fMRI). It relies on the multivariate Ornstein-Uhlenbeck…☆11Updated this week
- A package to compute and test the significance of linear dependence between multiple autocorrelated time series.☆17Updated 3 years ago
- Simulate Evidence Accumulation Models in Python☆23Updated 4 years ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆44Updated last year
- Detrended Fluctuation Analysis☆64Updated 4 years ago
- A Python library for time series subsequence search.☆48Updated last year
- Preconditioned ICA for Real Data☆115Updated last month
- A Python Wrapper for the Inform Information Analysis Library☆54Updated 5 years ago
- Self-Tuning Optimized Kalman Filtering (STOK) + DyNet simulation + connectivity metrics☆13Updated 4 years ago
- Multi-task regression in Python☆25Updated 4 years ago
- Convolution dictionary learning for time-series☆133Updated 2 months ago
- Information Theoretic Tools for Python☆95Updated 6 years ago
- AntroPy: entropy and complexity of (EEG) time-series in Python☆345Updated 9 months ago
- 🕝 Time-warped principal components analysis (twPCA)☆127Updated 4 years ago
- Multivariate Dictionary Learning Algorithm☆25Updated last year
- Code to evaluate nonlinear Granger causality using the kernel trick to reduce complexity☆35Updated 2 years ago
- Higuchi Fractal Dimension (HFD) for 1D(time) series☆50Updated last year
- All code to download datasets for the three classification case studies, compute SPIs, fit SVMs, and visualise results for pyspi publicat…☆12Updated 2 years ago
- HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).☆292Updated last year
- ☆14Updated 4 years ago