barahona-research-group / hcga
Highly Comparative Graph Analysis - Code for network phenotyping
☆45Updated 9 months ago
Alternatives and similar repositories for hcga:
Users that are interested in hcga are comparing it to the libraries listed below
- THOI: An efficient library for higher order interactions analysis based on Gaussian copulas enhanced by batch-processing☆16Updated last week
- A package to study complex networks based on the temporal evolution of their Dynamic Communicability and Flow.☆11Updated 8 months ago
- Infer activity throughout the brain from a small(ish) number of electrodes using Gaussian process regression☆34Updated 3 years ago
- A toolbox for implementing Network Control Theory analyses in python☆60Updated 7 months ago
- A package to compute and test the significance of linear dependence between multiple autocorrelated time series.☆17Updated 3 years ago
- ☆22Updated last month
- This repository is dedicated for the tutorial on network and topological neuroscience.☆68Updated last year
- Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)☆48Updated last year
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆28Updated 3 years ago
- ☆11Updated 7 years ago
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆23Updated 5 months ago
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆19Updated 7 years ago
- Repository for Sanchez-Romero, R., & Cole, M. W. (2021). "Combining multiple functional connectivity methods to improve causal inferences…☆21Updated last month
- ☆24Updated 9 months ago
- Hopefully, a compact and general-purpose Python package for Multiperturbation Shapley value Analysis (MSA).☆18Updated 9 months ago
- Multi-task regression in Python☆25Updated 4 years ago
- Conquering confounds and covariates: methods, library and guidance☆38Updated last year
- Temporal Network Tools☆84Updated last year
- Higher-Order Interactions☆35Updated 3 months ago
- Hierarchical brain network model (Demirtas et al., 2019)☆15Updated 6 years ago
- missing data handing: visualize and impute☆18Updated 5 years ago
- A Python library for Analytic Tractography☆9Updated 4 years ago
- Python package for permutation tests, for statistics and machine learning.☆21Updated 2 weeks ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆42Updated 5 months ago
- Dynamic Causal Modeling with Python☆38Updated 5 years ago
- A Python package for construction and analysis of ordinal partition networks from time-series data.☆17Updated 2 weeks ago
- Estimate dynamic high-order correlations in multivariate timeseries data☆39Updated last year
- The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network si…☆38Updated 2 weeks ago
- Brain Network Toolbox☆19Updated 2 years ago
- Causal Dynamic Network Modeling☆14Updated 6 years ago