andresantoro / RHOSTS
Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)
☆43Updated 6 months ago
Alternatives and similar repositories for RHOSTS:
Users that are interested in RHOSTS are comparing it to the libraries listed below
- Highly Comparative Graph Analysis - Code for network phenotyping☆45Updated 10 months ago
- A package to study complex networks based on the temporal evolution of their Dynamic Communicability and Flow.☆11Updated 8 months ago
- A Python Wrapper for the Inform Information Analysis Library☆52Updated 5 years ago
- A Python module for detecting, analysing and visualising persistent homological features of complex networks☆30Updated 3 years ago
- Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy☆24Updated 5 months ago
- Copula-GP model☆17Updated last year
- Analyzing Complex Networks with Python☆10Updated 2 years ago
- Python module for computing Symbolic Mutual Information and symbolic Transfer of Entropy☆14Updated 6 years ago
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆28Updated 3 years ago
- Tool to numerically solve and analyse simplicial Kuramoto models.☆19Updated last year
- A package to compute and test the significance of linear dependence between multiple autocorrelated time series.☆17Updated 3 years ago
- Topological Signal Processing in Python☆27Updated last week
- Code for "Reconstruction of plant--pollinator networks from observational data"☆19Updated 2 years ago
- Generalized Transfer Entropy analysis for model-free network reconstruction.☆29Updated 4 years ago
- Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics☆26Updated 7 years ago
- ☆14Updated last year
- Probabilistic generative model for mixed-membership community detection in hypergraphs, that also allows to infer missing hyperedges of a…☆26Updated last year
- ☆18Updated 3 years ago
- Temporal Network Tools☆84Updated last year
- ☆24Updated 4 years ago
- A Python package for construction and analysis of ordinal partition networks from time-series data.☆17Updated last month
- A short course on network data science at Johns Hopkins University☆20Updated last year
- Multi-task regression in Python☆25Updated 4 years ago
- The framework for inferring Langevin dynamics from spike data☆31Updated 2 months ago
- Matlab pipeline for simulating dynamical networks and evaluating dynamic community tracking methods, including CPM, MMM and DPPM☆13Updated 4 years ago
- Empirical dynamic modeling in scikit-learn's style☆24Updated 7 years ago
- Topological Features for Time Series Classification☆16Updated 4 years ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://arxiv.org/abs/2203.10702)☆11Updated 2 years ago
- Programs for Information Topology Data Analysis☆12Updated 4 years ago
- computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep …☆37Updated 3 years ago