gtegner / mine-pytorchView external linksLinks
Mutual Information Neural Estimation in Pytorch
☆353Sep 28, 2024Updated last year
Alternatives and similar repositories for mine-pytorch
Users that are interested in mine-pytorch are comparing it to the libraries listed below
Sorting:
- Mutual Information Neural Estimation (Pytorch)☆13Jun 29, 2020Updated 5 years ago
- Project for the Large Scale Optimization course at Skoltech☆22Oct 31, 2018Updated 7 years ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆77Feb 12, 2020Updated 6 years ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆208Sep 1, 2018Updated 7 years ago
- Conditional Mutual Informaation Neural Estimator☆14Oct 23, 2020Updated 5 years ago
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆83Aug 3, 2021Updated 4 years ago
- A Tensorflow implementation Mutual Information estimation methods☆48Mar 24, 2023Updated 2 years ago
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆388May 13, 2024Updated last year
- Pytorch implementation of Deep Variational Information Bottleneck☆210Mar 22, 2018Updated 7 years ago
- Mutual Information in Pytorch☆115Aug 23, 2023Updated 2 years ago
- Code for Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding☆14Nov 2, 2023Updated 2 years ago
- ☆155Apr 20, 2020Updated 5 years ago
- Developing joint source and channel codes for transmission of text☆37Nov 6, 2018Updated 7 years ago
- Mutual Information Neural Entropic Estimation☆26Jul 6, 2023Updated 2 years ago
- Mutual information estimators and benchmarks☆14Feb 6, 2026Updated last week
- ☆21Jun 25, 2023Updated 2 years ago
- Learning deep representations by mutual information estimation and maximization☆322Jan 11, 2019Updated 7 years ago
- Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.☆49May 11, 2022Updated 3 years ago
- Implementation of a PyTorch Mutual Information Estimation Toolkit☆23Apr 5, 2024Updated last year
- Classifier based mutual information, conditional mutual information estimation; conditional independence testing☆36Jul 23, 2019Updated 6 years ago
- Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization☆11Nov 29, 2022Updated 3 years ago
- Sparse Neural Network Tools☆12Jul 15, 2024Updated last year
- Code for "Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission", IEEE TMLCN☆34Jul 14, 2025Updated 6 months ago
- Difference-of-Entropies (DoE) Estimator☆26Apr 13, 2022Updated 3 years ago
- Official implementation of MINDE: Mutual Information Neural Diffusion Estimation☆22Apr 17, 2025Updated 9 months ago
- Software-based implementations of semantic PHY-RAN systems.☆80Sep 30, 2025Updated 4 months ago
- Code for AISTATS 2023 paper - Estimating Total Correlation with Mutual Information Estimators☆17Dec 15, 2023Updated 2 years ago
- Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.☆14Nov 7, 2017Updated 8 years ago
- Code for ECML/PKDD paper: "LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport"☆17Jun 27, 2021Updated 4 years ago
- ☆90May 24, 2022Updated 3 years ago
- Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…☆57Jun 16, 2023Updated 2 years ago
- Estimation of mutual information (MI) distribution with Gaussian mixture models (GMMs)☆23Apr 1, 2025Updated 10 months ago
- ☆33Jan 8, 2021Updated 5 years ago
- Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs☆138Nov 29, 2022Updated 3 years ago
- Source code for paper: Semantic Communications with Discrete-time Analog Transmission: A PAPR Perspective☆33Jan 24, 2023Updated 3 years ago
- a python implementation of various versions of the information bottleneck, including automated parameter searching☆132Jul 2, 2020Updated 5 years ago
- Official pytorch implement of paper InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization☆21Jul 10, 2024Updated last year
- Code corresponding to the paper Diffusion Earth Mover's Distance and Distribution Embeddings☆38Nov 29, 2024Updated last year
- Laplace approximations for Deep Learning.☆534Apr 22, 2025Updated 9 months ago