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
- Python implementation of the infomration bottleneck method (tishby et al, 1999)☆36Jun 19, 2017Updated 9 years ago
- Recreation of figures from 'Opening the Black Box of Deep Neural Networks via Information'☆21Nov 30, 2017Updated 8 years ago
- demonstration of the information bottleneck theory for deep learning☆69Oct 21, 2017Updated 9 years ago
- Project for the Large Scale Optimization course at Skoltech☆22Oct 31, 2018Updated 8 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.
- a python implementation of various versions of the information bottleneck, including automated parameter searching☆132Jul 2, 2020Updated 6 years ago
- Package for estimating the entropy of a mixture distribution☆15Oct 28, 2017Updated 9 years ago
- 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
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆403Feb 12, 2026Updated 8 months ago
- ☆96Jan 25, 2022Updated 4 years ago
- Remplementation of paper https://arxiv.org/abs/1705.08665☆29Dec 18, 2017Updated 8 years ago
- Mutual Information Neural Estimation in Pytorch☆362Sep 28, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Compressing Neural Networks using the Variational Information Bottleneck☆66Aug 3, 2022Updated 4 years ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆207Sep 1, 2018Updated 8 years ago
- Pytorch Implementation of the Nonlinear Information Bottleneck☆42Jul 25, 2024Updated 2 years ago
- Non-parametric Entropy Estimation Toolbox☆434Oct 5, 2022Updated 4 years ago
- Repository of the Study Project "Understanding learning in deep neural networks with the help of information theory"☆24Mar 24, 2023Updated 3 years ago
- Reference implementation of divergence triangle https://arxiv.org/abs/1812.10907☆15Mar 24, 2023Updated 3 years ago
- Dataset and baseline for Coling 2022 long paper (oral): "ConFiguRe: Exploring Discourse-level Chinese Figures of Speech"☆12Jul 27, 2023Updated 3 years ago
- ☆219May 23, 2018Updated 8 years ago
- Deep Structured Energy Based Model☆11Jan 6, 2018Updated 8 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.
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆349Mar 13, 2019Updated 7 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 4 years ago
- Multigrid Neural Architecture☆30Aug 18, 2017Updated 9 years ago
- Implementation of Information Dropout☆40Jul 12, 2017Updated 9 years ago
- Code for visualizing the loss landscape of neural nets☆3,208Apr 5, 2022Updated 4 years ago
- [NeurIPS 2021] "Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks" by Yon…☆13Feb 13, 2022Updated 4 years ago
- Jax-based MaxEnt☆17Nov 24, 2019Updated 6 years ago
- Unofficial pytorch implementation of a paper, Distributional Smoothing with Virtual Adversarial Training [Miyato+, ICLR2016].☆26May 6, 2018Updated 8 years ago
- Sparse Variational Dropout, ICML 2017☆313May 20, 2020Updated 6 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.
- ☆119Feb 27, 2024Updated 2 years ago
- [ICML 2021] "Double-Win Quant: Aggressively Winning Robustness of Quantized DeepNeural Networks via Random Precision Training and Inferen…☆16Feb 13, 2022Updated 4 years ago
- A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.☆33Oct 15, 2026Updated 3 weeks ago
- Adversarial Non-linear Independent Component Analysis☆50Oct 17, 2017Updated 9 years ago
- Deep Learning without Weight Transport☆37Oct 27, 2019Updated 7 years ago
- Tensor Switching Networks☆12Nov 2, 2017Updated 9 years ago
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆810Apr 25, 2019Updated 7 years ago