djstrouse / information-bottleneckView external linksLinks
a python implementation of various versions of the information bottleneck, including automated parameter searching
☆131Jul 2, 2020Updated 5 years ago
Alternatives and similar repositories for information-bottleneck
Users that are interested in information-bottleneck are comparing it to the libraries listed below
Sorting:
- Nonlinear Information Bottleneck☆54Jun 21, 2022Updated 3 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆210Mar 22, 2018Updated 7 years ago
- This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.☆388May 13, 2024Updated last year
- Implementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.☆14Nov 7, 2017Updated 8 years ago
- ☆155Apr 20, 2020Updated 5 years ago
- ☆94Jan 25, 2022Updated 4 years ago
- Implementation of Information Dropout☆39Jul 12, 2017Updated 8 years ago
- List of quantum information and computation projects in Julia☆73Aug 4, 2025Updated 6 months ago
- Groundstate Reconstructive Energies using Neural Autoregressive Distribution Estimators (GreNADE)☆10Apr 1, 2022Updated 3 years ago
- Author Name Disambiguation☆10Sep 10, 2021Updated 4 years ago
- Experiments in protein folding through language modeling☆10Dec 10, 2021Updated 4 years ago
- SeqGAN but with more bells and whistles☆24Feb 15, 2018Updated 8 years ago
- Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning☆11Jun 16, 2022Updated 3 years ago
- Implementation of Multi-View Information Bottleneck☆137May 27, 2020Updated 5 years ago
- A neural network quantum ground state solver☆26May 31, 2017Updated 8 years ago
- Code for "Unifying distillation and privileged information" (ICLR 2016).☆49Feb 26, 2016Updated 9 years ago
- Repository for "Known Unknowns: Uncertainty Quality in Bayesian Neural Networks" paper.☆12Mar 3, 2017Updated 8 years ago
- awesome unsupervised learning paper list☆12Jan 4, 2018Updated 8 years ago
- Minimizing Control for Credit Assignment with Strong Feedback☆14Nov 3, 2024Updated last year
- Neural-based Noise Filtering from Word Embeddings☆11Apr 29, 2017Updated 8 years ago
- Implementations of var-sortability, sortnregress, and chain-orientation as presented in the article "Beware of the Simulated DAG": https:…☆15Nov 2, 2023Updated 2 years ago
- Implementation of Variational Intrinsic Control in tensorflow☆11Apr 5, 2017Updated 8 years ago
- Understanding Rare Spurious Correlations in Neural Network☆12Jun 5, 2022Updated 3 years ago
- sketch-rnn demo for seoul mediacity biennale 2018☆13Sep 4, 2018Updated 7 years ago
- ☆29Jan 7, 2018Updated 8 years ago
- ☆15Nov 15, 2017Updated 8 years ago
- Information Theory Toolkit☆19Sep 29, 2018Updated 7 years ago
- Stochastic Gradient MCMC algorithms implemented in theano (and autograd)☆10Jan 24, 2017Updated 9 years ago
- Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information☆353May 10, 2024Updated last year
- Deep Neural Networks Entropy from Replicas☆34Nov 2, 2019Updated 6 years ago
- Recurrent Convolutional Memory Network (in progress)☆29Apr 16, 2016Updated 9 years ago
- An easy way to start a python programming environment using GitHub Codespaces.☆15Sep 9, 2020Updated 5 years ago
- C implementation of tensor networks for quantum simulations: matrix product states and operators, time evolution (using Trotter splitting…☆14May 25, 2024Updated last year
- Code for the paper Generalization and Equilibrium in GANs☆16Aug 3, 2017Updated 8 years ago
- EDGE: Scalable and optimum mutual information estimator for high-dimensional applications including deep learning☆39May 27, 2022Updated 3 years ago
- Code accompanying the paper on "An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers" published at NeurIPS,…☆18Jan 13, 2022Updated 4 years ago
- ☆14May 24, 2018Updated 7 years ago
- Software to calculate magnetostriction coefficients and magnetoelastic constants☆19Aug 2, 2023Updated 2 years ago
- pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsup…☆18Mar 23, 2020Updated 5 years ago