Mutual information estimators and benchmark
☆62Sep 16, 2025Updated 9 months ago
Alternatives and similar repositories for bmi
Users that are interested in bmi are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of MINDE: Mutual Information Neural Diffusion Estimation☆23Apr 17, 2025Updated last year
- Mutual information estimators and benchmarks☆14Jun 19, 2026Updated 2 weeks ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆76Feb 12, 2020Updated 6 years ago
- Difference-of-Entropies (DoE) Estimator☆26Apr 13, 2022Updated 4 years ago
- A Simple Statistical Distribution Library in JAX☆16Mar 30, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A package to Learn Linear Operators☆14Dec 14, 2025Updated 6 months ago
- Code for ECML/PKDD paper: "LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport"☆17Jun 27, 2021Updated 5 years ago
- Estimation of mutual information (MI) distribution with Gaussian mixture models (GMMs)☆26Apr 1, 2025Updated last year
- NeurIPS'22 Oral: EquiVSet - Learning Neural Set Functions Under the Optimal Subset Oracle☆21Dec 23, 2022Updated 3 years ago
- ☆16May 30, 2023Updated 3 years ago
- Probabilistic deep learning using JAX☆15Feb 8, 2025Updated last year
- computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep …☆42Apr 11, 2022Updated 4 years ago
- Density Ratio Estimation via Infinitesimal Classification (AISTATS 2022 Oral)☆22Mar 12, 2022Updated 4 years ago
- Mutual Information Neural Estimation in Pytorch☆361Sep 28, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Design and optimize variational quantum sensors☆11Dec 10, 2024Updated last year
- Code accompanying "Large Language Models for Variational Monte Carlo"☆10Dec 12, 2023Updated 2 years ago
- A Python package to learn the Koopman operator.☆80Jun 25, 2026Updated last week
- Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"☆54May 27, 2024Updated 2 years ago
- Code for Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding☆14Nov 2, 2023Updated 2 years ago
- ☆23Sep 24, 2021Updated 4 years ago
- Implementation of the SuRP algorithm by the authors of the AISTATS 2022 paper "An Information-Theoretic Justification for Model Pruning".…☆13May 4, 2022Updated 4 years ago
- A basic implementation of the paper Eigengame : PCA as a Nash Equilibrium☆21Jun 7, 2021Updated 5 years ago
- Information-theoretic diffusion, simplified code example.☆33Mar 28, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Conceptual & empirical comparisons between decision forests & deep networks☆19Jun 10, 2026Updated 3 weeks ago
- Information-Theoretic Diffusion: A brand new diffusion model / density estimator based on information theory.☆38Jul 18, 2024Updated last year
- Code repository for "The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks"☆20Nov 24, 2023Updated 2 years ago
- Implementation of a PyTorch Mutual Information Estimation Toolkit☆24Apr 5, 2024Updated 2 years ago
- Code for "Approaching Deep Learning through the Spectral Dynamics of Weights"☆13Oct 30, 2024Updated last year
- BIDS Manage is a software aiming at importing and organising data in BIDS standard☆10May 24, 2023Updated 3 years ago
- Neural likelihood-free methods in PyTorch.☆39Feb 11, 2020Updated 6 years ago
- FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods.☆31May 10, 2024Updated 2 years ago
- VILOCA: VIral LOcal haplotype reconstruction and mutation CAlling for short and long read data☆24Oct 21, 2025Updated 8 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Official pytorch implement of paper InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization☆21Jul 10, 2024Updated last year
- ☆12Dec 8, 2022Updated 3 years ago
- Repository for "The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications"☆15May 30, 2025Updated last year
- DifferentialEquations.jl with PyTorch☆11Oct 12, 2022Updated 3 years ago
- GBDT-based model with efficient unlearning (SIGMOD 2023)☆10Sep 7, 2025Updated 9 months ago
- IVON optimizer for neural networks based on variational learning.☆91Nov 7, 2024Updated last year
- ☆11Mar 13, 2021Updated 5 years ago