Mutual Information Neural Estimation in Pytorch
☆361Sep 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆350Mar 13, 2019Updated 7 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"☆76Feb 12, 2020Updated 6 years ago
- Implementation of Information Bottleneck with Mutual Information Neural Estimation (MINE)☆20Jun 18, 2021Updated 5 years ago
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆85Aug 3, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆399Feb 12, 2026Updated 4 months ago
- A Tensorflow implementation Mutual Information estimation methods☆49Mar 24, 2023Updated 3 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆213Mar 22, 2018Updated 8 years ago
- Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization☆11Nov 29, 2022Updated 3 years ago
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆810Apr 25, 2019Updated 7 years ago
- ☆157Apr 20, 2020Updated 6 years ago
- Mutual Information in Pytorch☆114Aug 23, 2023Updated 2 years ago
- Difference-of-Entropies (DoE) Estimator☆26Apr 13, 2022Updated 4 years ago
- Mutual Information Neural Entropic Estimation☆26Jul 6, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Classifier based mutual information, conditional mutual information estimation; conditional independence testing☆36Jul 23, 2019Updated 6 years ago
- Developing joint source and channel codes for transmission of text☆37Nov 6, 2018Updated 7 years ago
- Code for Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding☆14Nov 2, 2023Updated 2 years ago
- Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.☆49May 11, 2022Updated 4 years ago
- Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.☆15Nov 7, 2017Updated 8 years ago
- Code for running experiments in our ISMIR'21 paper titled: "Is Disentanglement enough? On Latent Representations for Controllable Music G…☆12Aug 7, 2021Updated 4 years ago
- Mutual information estimators and benchmarks☆14Jun 19, 2026Updated 2 weeks ago
- Code for ECML/PKDD paper: "LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport"☆17Jun 27, 2021Updated 5 years ago
- Non-parametric Entropy Estimation Toolbox☆433Oct 5, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This python code estimates conditional mutual information (CMI) and mutual information (MI) for discrete and/or continuous variables usin…☆39Jul 20, 2021Updated 4 years ago
- Estimation of mutual information (MI) distribution with Gaussian mixture models (GMMs)☆26Apr 1, 2025Updated last year
- Code for AISTATS 2023 paper - Estimating Total Correlation with Mutual Information Estimators☆17Dec 15, 2023Updated 2 years ago
- Codes for 'Deep Deterministic Information Bottleneck with Matrix-based entropy functional' in ICASSP 2021☆13Jul 27, 2022Updated 3 years ago
- ☆22Jun 25, 2023Updated 3 years ago
- Denoising Diffusion Error Correction Codes☆20Apr 12, 2024Updated 2 years ago
- Source code for paper: Semantic Communications with Discrete-time Analog Transmission: A PAPR Perspective☆33Jan 24, 2023Updated 3 years ago
- Official implementation of MINDE: Mutual Information Neural Diffusion Estimation☆23Apr 17, 2025Updated last year
- This project includes the source coding and channe coding☆24Oct 21, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning☆45Jan 6, 2019Updated 7 years ago
- Code used for information theory analysis of deep neural networks using matrix--based renyi's entropy and tensor kernels.☆13Nov 21, 2023Updated 2 years ago
- ☆97May 24, 2022Updated 4 years ago
- Codes for paper "Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Method"☆74Apr 12, 2023Updated 3 years ago
- Channel-aware GAN Inversion for Semantic Communication☆42Dec 22, 2023Updated 2 years ago
- PyTorch implementation of the estimator proposed in the paper "Estimating Differential Entropy under Gaussian Convolutions"☆13Oct 22, 2020Updated 5 years ago
- code for kdd feasibiiity☆12Jul 17, 2023Updated 2 years ago