Mutual information estimators and benchmark
☆56Sep 16, 2025Updated 5 months ago
Alternatives and similar repositories for bmi
Users that are interested in bmi are comparing it to the libraries listed below
Sorting:
- Official implementation of MINDE: Mutual Information Neural Diffusion Estimation☆22Apr 17, 2025Updated 10 months ago
- Mutual information estimators and benchmarks☆14Updated this week
- Map single-cell transcriptomes to copy number evolutionary trees.☆14Aug 18, 2024Updated last year
- Difference-of-Entropies (DoE) Estimator☆26Apr 13, 2022Updated 3 years ago
- Code for ECML/PKDD paper: "LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport"☆17Jun 27, 2021Updated 4 years ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆77Feb 12, 2020Updated 6 years ago
- NeurIPS'22 Oral: EquiVSet - Learning Neural Set Functions Under the Optimal Subset Oracle☆21Dec 23, 2022Updated 3 years ago
- A package to Learn Linear Operators☆14Dec 14, 2025Updated 2 months ago
- A Tensorflow implementation Mutual Information estimation methods☆48Mar 24, 2023Updated 2 years ago
- Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation☆16Dec 12, 2023Updated 2 years ago
- ☆16May 30, 2023Updated 2 years ago
- ☆20Jan 31, 2025Updated last year
- Conceptual & empirical comparisons between decision forests & deep networks☆18May 30, 2025Updated 9 months ago
- A Simple Statistical Distribution Library in JAX☆16Mar 30, 2024Updated last year
- MATLAB code for performing the coalescent embedding☆13May 23, 2023Updated 2 years ago
- Code for Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding☆13Nov 2, 2023Updated 2 years ago
- Higher-order interactions toolbox☆14Aug 20, 2021Updated 4 years ago
- Information-Theoretic Diffusion: A brand new diffusion model / density estimator based on information theory.☆37Jul 18, 2024Updated last year
- Official code for Fisher information embedding for node and graph learning (ICML 2023)☆19Jun 17, 2023Updated 2 years ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Jun 12, 2023Updated 2 years ago
- Estimation of mutual information (MI) distribution with Gaussian mixture models (GMMs)☆23Apr 1, 2025Updated 11 months ago
- Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization☆20Dec 1, 2025Updated 3 months ago
- Density Ratio Estimation via Infinitesimal Classification (AISTATS 2022 Oral)☆21Mar 12, 2022Updated 3 years ago
- Shape processing in Python.☆29Updated this week
- ICLR25 | Official code base for Heavy-Tailed Diffusion with Denoising Levy Probabilistic Models (DLPM)☆28Feb 10, 2025Updated last year
- ☆21Jun 25, 2023Updated 2 years ago
- A basic implementation of the paper Eigengame : PCA as a Nash Equilibrium☆21Jun 7, 2021Updated 4 years ago
- ☆21Jun 16, 2020Updated 5 years ago
- Joint entropy search☆21Dec 7, 2022Updated 3 years ago
- Mutual Information Neural Estimation in Pytorch☆353Sep 28, 2024Updated last year
- Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"☆55May 27, 2024Updated last year
- Excitation-inhibition balance brain network fitting☆22Apr 28, 2023Updated 2 years ago
- Implementation of a PyTorch Mutual Information Estimation Toolkit☆24Apr 5, 2024Updated last year
- ☆18Mar 25, 2021Updated 4 years ago
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆390Feb 12, 2026Updated 3 weeks ago
- Evolutionary Algorithm with Diffusion Models for Protein Design☆30Jan 7, 2026Updated last month
- Examples of using MountainSort spike sorting software.☆29Jun 18, 2019Updated 6 years ago
- Example code of Sparse Gaussian Process Attention (ICLR 2023)☆26Sep 15, 2025Updated 5 months ago
- ☆24Sep 24, 2021Updated 4 years ago