Mutual Information Neural Estimation in Pytorch
☆362Sep 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)☆349Mar 13, 2019Updated 7 years ago
- Mutual Information Neural Estimation (Pytorch)☆13Jun 29, 2020Updated 6 years ago
- Project for the Large Scale Optimization course at Skoltech☆22Oct 31, 2018Updated 7 years ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆207Sep 1, 2018Updated 8 years ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆76Feb 12, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆82Aug 3, 2021Updated 5 years ago
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆402Feb 12, 2026Updated 7 months ago
- Neural Joint-Source Channel Coding☆53May 13, 2019Updated 7 years ago
- A Tensorflow implementation Mutual Information estimation methods☆50Mar 24, 2023Updated 3 years ago
- Mutual information estimators and benchmark☆64Sep 16, 2025Updated last year
- Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization☆11Nov 29, 2022Updated 3 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆213Mar 22, 2018Updated 8 years ago
- Mutual Information in Pytorch☆114Aug 23, 2023Updated 3 years ago
- Difference-of-Entropies (DoE) Estimator☆26Apr 13, 2022Updated 4 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.
- explore DNNs via Infomration☆267Mar 10, 2020Updated 6 years ago
- Classifier based mutual information, conditional mutual information estimation; conditional independence testing☆36Jul 23, 2019Updated 7 years ago
- Mutual Information Neural Entropic Estimation☆26Jul 6, 2023Updated 3 years ago
- Developing joint source and channel codes for transmission of text☆37Nov 6, 2018Updated 7 years ago
- Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.☆15Nov 7, 2017Updated 8 years ago
- Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.☆49May 11, 2022Updated 4 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 5 years ago
- Estimation of mutual information (MI) distribution with Gaussian mixture models (GMMs)☆26Apr 1, 2025Updated last year
- Codes for 'Deep Deterministic Information Bottleneck with Matrix-based entropy functional' in ICASSP 2021☆12Jul 27, 2022Updated 4 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.
- Rationale-enhanced language models are better continual relation learners (EMNLP 2023 Main Conference)☆12Oct 11, 2023Updated 2 years ago
- This is a pytorch implementation of digital semantic communication.☆29Dec 17, 2024Updated last year
- This python code estimates conditional mutual information (CMI) and mutual information (MI) for discrete and/or continuous variables usin…☆39Jul 20, 2021Updated 5 years ago
- Non-parametric Entropy Estimation Toolbox☆434Oct 5, 2022Updated 3 years ago
- Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…☆63Jun 16, 2023Updated 3 years ago
- Code for AISTATS 2023 paper - Estimating Total Correlation with Mutual Information Estimators☆17Dec 15, 2023Updated 2 years ago
- DifferentialEquations.jl with PyTorch☆11Oct 12, 2022Updated 3 years ago
- ☆22Jun 25, 2023Updated 3 years ago
- Software-based implementations of semantic PHY-RAN systems.☆79Sep 30, 2025Updated 11 months 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.
- Implementation of a PyTorch Mutual Information Estimation Toolkit☆24Apr 5, 2024Updated 2 years ago
- Source code for paper: Semantic Communications with Discrete-time Analog Transmission: A PAPR Perspective☆33Jan 24, 2023Updated 3 years ago
- This project includes the source coding and channe coding☆25Oct 21, 2022Updated 3 years ago
- Official pytorch implement of paper InfoNet: Neural Estimation of Mutual Information without Test-Time Optimization☆21Jul 10, 2024Updated 2 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
- Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning☆45Jan 6, 2019Updated 7 years ago
- Domain-Adaptive Multibranch Networks☆14Nov 7, 2020Updated 5 years ago