barahona-research-group / hcga
Highly Comparative Graph Analysis - Code for network phenotyping
☆44Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for hcga
- A package to compute and test the significance of linear dependence between multiple autocorrelated time series.☆17Updated 2 years ago
- Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)☆44Updated 11 months ago
- ☆22Updated 3 months ago
- Infer activity throughout the brain from a small(ish) number of electrodes using Gaussian process regression☆33Updated 2 years ago
- A toolbox for implementing Network Control Theory analyses in python☆58Updated 3 months ago
- A package to study complex networks based on the temporal evolution of their Dynamic Communicability and Flow.☆10Updated 3 months ago
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆27Updated 3 years ago
- Matlab pipeline for simulating dynamical networks and evaluating dynamic community tracking methods, including CPM, MMM and DPPM☆14Updated 4 years ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆39Updated last month
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆23Updated 2 weeks ago
- ☆10Updated 7 years ago
- MATLAB Toolbox for estimating nonfractal connectivity and fractal connectivity☆10Updated 6 years ago
- A Python package for construction and analysis of ordinal partition networks from time-series data.☆16Updated 3 years ago
- Self-Tuning Optimized Kalman Filtering (STOK) + DyNet simulation + connectivity metrics☆13Updated 3 years ago
- Hierarchical brain network model (Demirtas et al., 2019)☆15Updated 5 years ago
- Entropy rate estimators for neuroscience☆25Updated 3 years ago
- Network plotting python package☆12Updated 3 years ago
- Repository for Sanchez-Romero, R., & Cole, M. W. (2021). "Combining multiple functional connectivity methods to improve causal inferences…☆20Updated last year
- catchaMouse16: CAnonical Time-series CHaracteristics for Mouse fMRI☆15Updated 3 months ago
- Brain Network Toolbox☆18Updated 2 years ago
- Martin Lindquist's dynamic correlation toolboxes. Designed for fMRI analysis, useful for other applications too.☆34Updated 4 years ago
- Matlab and Python scripts for calculating functional coupling between time series data☆15Updated 5 years ago
- A nonlinear time series analysis toolbox☆9Updated 2 years ago
- Hidden Markov Modelling of M/EEG data.☆15Updated 3 years ago
- Conquering confounds and covariates: methods, library and guidance☆37Updated 8 months ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆28Updated 2 weeks ago
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆19Updated 7 years ago
- Estimate dynamic high-order correlations in multivariate timeseries data☆38Updated 11 months ago
- ☆23Updated 5 months ago
- Generative Modeling of Multivariate Relationships☆25Updated 11 months ago