pierrebaudot / infotopopyLinks
computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks
☆37Updated 3 years ago
Alternatives and similar repositories for infotopopy
Users that are interested in infotopopy are comparing it to the libraries listed below
Sorting:
- Fast and modular sklearn replacement for generalized linear models☆183Updated 3 weeks ago
- A Python Wrapper for the Inform Information Analysis Library☆52Updated 5 years ago
- Highly Comparative Graph Analysis - Code for network phenotyping☆49Updated last year
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆58Updated 2 years ago
- PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python☆120Updated 6 months ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆44Updated 10 months ago
- elastic fda python code☆53Updated last month
- Canonical Correlation Forests☆20Updated 6 years ago
- PyBADS: Bayesian Adaptive Direct Search optimization algorithm for model fitting in Python☆75Updated 7 months ago
- Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.☆232Updated 2 months ago
- Copula-GP model☆16Updated last year
- Group Lasso implementation following the scikit-learn API☆106Updated last year
- Python Package for Functional Data Analysis☆52Updated 5 months ago
- Distance correlation and related E-statistics in Python☆155Updated 11 months ago
- Preconditioned ICA for Real Data☆113Updated last month
- A Python package for General Graphical Lasso computation☆36Updated 6 months ago
- Implementation of the Gaussian Process Autoregressive Regression Model☆67Updated 7 months ago
- Uncertainty and causal emergence in complex networks☆118Updated 3 years ago
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆73Updated 5 years ago
- A curated list of resources for learning Gaussian Processes☆41Updated 4 years ago
- ABCpy package☆115Updated last year
- Embed strange attractors using a regularizer for autoencoders☆133Updated 4 years ago
- The framework for inferring Langevin dynamics from spike data☆42Updated 3 months ago
- Randomized Dimension Reduction Library☆115Updated 4 years ago
- Dimensionality Reduction with Eilenberg-MacLane Coordinates☆42Updated 2 months ago
- Comparative analysis of pairwise interactions in multivariate time series.☆241Updated 2 weeks ago
- Mapper implementation (Topological Data Analysis) in Python☆64Updated 7 years ago
- Scikit-learn compatible decision trees beyond those offered in scikit-learn☆84Updated this week
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆83Updated 8 months ago
- stand alone Neural Additive Models, forked from google-reasearch for easy import to colab☆28Updated 4 years ago