pierrebaudot / infotopopy
computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks
☆36Updated 2 years ago
Alternatives and similar repositories for infotopopy:
Users that are interested in infotopopy are comparing it to the libraries listed below
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆55Updated 2 years ago
- Highly Comparative Graph Analysis - Code for network phenotyping☆44Updated 8 months ago
- A Python package for General Graphical Lasso computation☆32Updated 2 months ago
- Multi-task regression in Python☆26Updated 4 years ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆41Updated 4 months ago
- A Python Wrapper for the Inform Information Analysis Library☆50Updated 5 years ago
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆58Updated 7 months ago
- REGAIN (Regularised Graphical Inference)☆29Updated last year
- Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances☆46Updated last year
- Conditional probability, conditional entropy, and mutual information estimation in Python. https://arxiv.org/abs/1907.00325☆12Updated 4 years ago
- Implementation of the Gaussian Process Autoregressive Regression Model☆62Updated 3 weeks ago
- Copula-GP model☆17Updated last year
- A package to compute and test the significance of linear dependence between multiple autocorrelated time series.☆17Updated 2 years ago
- Canonical Correlation Forests☆20Updated 6 years ago
- Fast and modular sklearn replacement for generalized linear models☆165Updated 3 months ago
- Scikit-learn compatible decision trees beyond those offered in scikit-learn