explore DNNs via Infomration
☆267Mar 10, 2020Updated 6 years ago
Alternatives and similar repositories for IDNNs
Users that are interested in IDNNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆157Apr 20, 2020Updated 6 years ago
- Recreation of figures from 'Opening the Black Box of Deep Neural Networks via Information'☆21Nov 30, 2017Updated 8 years ago
- Project for the Large Scale Optimization course at Skoltech☆22Oct 31, 2018Updated 7 years ago
- a python implementation of various versions of the information bottleneck, including automated parameter searching☆132Jul 2, 2020Updated 6 years ago
- EDGE: Scalable and optimum mutual information estimator for high-dimensional applications including deep learning☆39May 27, 2022Updated 4 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.
- Information Bottleneck in DNN with PyTorch☆15Jul 6, 2023Updated 3 years ago
- Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.☆15Nov 7, 2017Updated 8 years ago
- The official code for [ECCV2020] "HALO: Hardware-aware Learning to Optimize"☆10Mar 22, 2023Updated 3 years ago
- Mutual Information Neural Estimation in Pytorch☆361Sep 28, 2024Updated last year
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆401Feb 12, 2026Updated 6 months ago
- Compressing Neural Networks using the Variational Information Bottleneck☆66Aug 3, 2022Updated 4 years ago
- Non-parametric Entropy Estimation Toolbox☆434Oct 5, 2022Updated 3 years ago
- ☆96Jan 25, 2022Updated 4 years ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆207Sep 1, 2018Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆219May 23, 2018Updated 8 years ago
- Scaled MMD GAN☆36Oct 30, 2019Updated 6 years ago
- Tensor Switching Networks☆12Nov 2, 2017Updated 8 years ago
- Reference implementation of divergence triangle https://arxiv.org/abs/1812.10907☆15Mar 24, 2023Updated 3 years ago
- A Tensorflow implementation Mutual Information estimation methods☆50Mar 24, 2023Updated 3 years ago
- Adversarial Non-linear Independent Component Analysis☆50Oct 17, 2017Updated 8 years ago
- Deep Structured Energy Based Model☆11Jan 6, 2018Updated 8 years ago
- Sparse Variational Dropout, ICML 2017☆313May 20, 2020Updated 6 years ago
- Implementation of Information Dropout☆40Jul 12, 2017Updated 9 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.
- Jax-based MaxEnt☆17Nov 24, 2019Updated 6 years ago
- Code for Towards Visual Ego-Motion Learning in Robots☆12May 30, 2017Updated 9 years ago
- Code for visualizing the loss landscape of neural nets☆3,197Apr 5, 2022Updated 4 years ago
- Deep Learning without Weight Transport☆36Oct 27, 2019Updated 6 years ago
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆349Mar 13, 2019Updated 7 years ago
- Information Constraints on Auto-Encoding Variational Bayes☆11May 24, 2018Updated 8 years ago
- ☆29Jan 7, 2018Updated 8 years ago
- ☆15Nov 15, 2017Updated 8 years ago
- WICA: nonlinear weighted ICA☆12Oct 3, 2023Updated 2 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.
- Linear Mode Connectivity in Multitask and Continual Learning: https://arxiv.org/abs/2010.04495☆13Oct 12, 2020Updated 5 years ago
- Python wrapper for extracting information from Scirate☆13Jul 21, 2023Updated 3 years ago
- Implementation of Stochastic Gradient MCMC algorithms☆41Dec 7, 2016Updated 9 years ago
- ☆90Nov 6, 2017Updated 8 years ago
- Example code for the paper "Understanding deep learning requires rethinking generalization"☆179Jun 2, 2020Updated 6 years ago
- Code for Continual Learning of Control Primitives☆18Nov 11, 2020Updated 5 years ago
- Python way to Read/Write TFRecords☆65Apr 23, 2018Updated 8 years ago