☆157Apr 20, 2020Updated 6 years ago
Alternatives and similar repositories for ibsgd
Users that are interested in ibsgd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- explore DNNs via Infomration☆267Mar 10, 2020Updated 6 years ago
- ☆10Feb 19, 2019Updated 7 years ago
- Deep Neural Networks Entropy from Replicas☆35Nov 2, 2019Updated 6 years ago
- demonstration of the information bottleneck theory for deep learning☆69Oct 21, 2017Updated 8 years ago
- Package for estimating the entropy of a mixture distribution☆15Oct 28, 2017Updated 8 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Information Bottleneck in DNN with PyTorch☆15Jul 6, 2023Updated 3 years ago
- Project for the Large Scale Optimization course at Skoltech☆22Oct 31, 2018Updated 7 years ago
- Python implementation of the infomration bottleneck method (tishby et al, 1999)☆36Jun 19, 2017Updated 9 years ago
- Estimators for Information Theoretic Functionals using Influence Functions☆11Apr 17, 2016Updated 10 years ago
- ☆96Jan 25, 2022Updated 4 years ago
- Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning☆45Jan 6, 2019Updated 7 years ago
- a python implementation of various versions of the information bottleneck, including automated parameter searching☆132Jul 2, 2020Updated 6 years ago
- Compressing Neural Networks using the Variational Information Bottleneck☆66Aug 3, 2022Updated 4 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆213Mar 22, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.☆15Nov 7, 2017Updated 8 years ago
- Implementation of Information Dropout☆40Jul 12, 2017Updated 9 years ago
- Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geo…☆13Nov 1, 2022Updated 3 years ago
- Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.☆12Oct 20, 2020Updated 5 years ago
- Mutual Information Neural Estimation in Pytorch☆362Sep 28, 2024Updated last year
- Tabula Rasa Tic-Tac-Toe☆10Jan 3, 2019Updated 7 years ago
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆402Feb 12, 2026Updated 6 months ago
- ☆34Jan 8, 2021Updated 5 years ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆207Sep 1, 2018Updated 8 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆349Mar 13, 2019Updated 7 years ago
- Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.☆49May 11, 2022Updated 4 years ago
- Implementation of Multi-View Information Bottleneck☆141May 27, 2020Updated 6 years ago
- We define and estimate smooth unique information of samples with respect to classifier weights and predictions. We compute these quantiti…☆11Mar 9, 2021Updated 5 years ago
- Repo to accompany paper "Implicit Self-Regularization in Deep Neural Networks..."☆50Jan 25, 2019Updated 7 years ago
- Measuring compositionality in representation learning☆73May 5, 2019Updated 7 years ago
- Explaining a black-box using Deep Variational Information Bottleneck Approach☆47Oct 29, 2022Updated 3 years ago
- Tools for examining the causal structure of artificial neural networks with information theory☆24Oct 28, 2020Updated 5 years ago
- Implementation of Contrastive Learning with Adversarial Examples☆29Jan 11, 2021Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Code to reproduce the NeurIPS 2019 paper "Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottlen…☆52Jun 28, 2020Updated 6 years ago
- Learning recognition/segmentation models without end-to-end training. 40%-60% less GPU memory footprint. Same training time. Better perfo…☆90Oct 12, 2022Updated 3 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Nov 2, 2021Updated 4 years ago
- pythorcn implementation of a vanilla RNN☆11Oct 17, 2021Updated 4 years ago
- Explaining Image Classifiers by Counterfactual Generation☆27Apr 23, 2022Updated 4 years ago
- Mutual Information Neural Estimator implemented in Tensorflow☆47Dec 3, 2018Updated 7 years ago
- Simple code for running and visualizing replicator dynamics☆11Jan 31, 2024Updated 2 years ago