EDGE: Scalable and optimum mutual information estimator for high-dimensional applications including deep learning
☆39May 27, 2022Updated 3 years ago
Alternatives and similar repositories for EDGE
Users that are interested in EDGE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Information Bottleneck in DNN with PyTorch☆15Jul 6, 2023Updated 2 years ago
- Explaining a black-box using Deep Variational Information Bottleneck Approach☆46Oct 29, 2022Updated 3 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
- Codes for 'Deep Deterministic Information Bottleneck with Matrix-based entropy functional' in ICASSP 2021☆13Jul 27, 2022Updated 3 years ago
- Models and code for the ICLR 2020 workshop paper "Towards Understanding Normalization in Neural ODEs"☆16Apr 27, 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.
- reproduce some RL or Multi-Agent models☆35May 22, 2019Updated 7 years ago
- small fast forward kinematics solver (+jacobian) in c++ and python binding☆23Jul 30, 2025Updated 9 months ago
- Estimators for Information Theoretic Functionals using Influence Functions☆11Apr 17, 2016Updated 10 years ago
- Implementation of MAML in numpy, deriving gradients and implementing backprop manually☆14Nov 15, 2018Updated 7 years ago
- Sequential Monte Carlo sampler for PyMC2 models.☆13Apr 4, 2018Updated 8 years ago
- Distributed Feedback-Looped Networks☆10Jan 15, 2020Updated 6 years ago
- ☆13Mar 25, 2023Updated 3 years ago
- Google drive implementation of fsspec☆49Dec 27, 2025Updated 4 months ago
- Notebooks for "Python for Signal Processing" book☆11May 11, 2015Updated 11 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Tool for building a PDF document from markdown files, using LaTeX styles and features.☆13Aug 7, 2021Updated 4 years ago
- Classifier based mutual information, conditional mutual information estimation; conditional independence testing☆36Jul 23, 2019Updated 6 years ago
- ☆15Nov 23, 2023Updated 2 years ago
- Predicting personality from the resting state EEG☆15Dec 5, 2014Updated 11 years ago
- Papers, codes, datasets, researchers on information bottleneck☆65Aug 6, 2024Updated last year
- Define command-line interfaces using ordinary dart methods and classes.☆22Dec 13, 2017Updated 8 years ago
- machine learning on edge (fog) computing☆13Dec 5, 2018Updated 7 years ago
- Matlab toolbox for Bayesian functional data analysis☆19Aug 6, 2018Updated 7 years ago
- ☆13Jan 9, 2018Updated 8 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆11Aug 23, 2017Updated 8 years ago
- Monte Carlo Tree Search guided by neural network to play board game Gomoku (Five in a Line)☆14Jan 21, 2018Updated 8 years ago
- Store collections of experimental data based on TileDB☆11May 18, 2026Updated last week
- Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning☆45Jan 6, 2019Updated 7 years ago
- ☆21Aug 7, 2018Updated 7 years ago
- Utility functions for weights and biases (wandb).☆11Sep 17, 2024Updated last year
- A mini library for Policy Gradients with Parameter-based Exploration, with reference implementation of the ClipUp optimizer (https://arxi…☆73Dec 10, 2020Updated 5 years ago
- Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features☆24Apr 20, 2019Updated 7 years ago
- This code accompanies the paper "Information-Theoretic Probing for Linguistic Structure" published in ACL 2020.☆21Apr 27, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆13Dec 11, 2020Updated 5 years ago
- The ASTRES Toolbox for Mode Extraction of Non-Stationary Multicomponent Signals☆42Jul 31, 2017Updated 8 years ago
- PyTorch implementation of Gated Graph Neural Networks by Microsoft Research☆19Mar 28, 2018Updated 8 years ago
- ☆16Apr 21, 2022Updated 4 years ago
- Reproduction of the paper "Soft Q-Learning with Mutual Information Regularization" CoRL 2019.☆10Jan 10, 2019Updated 7 years ago
- End-to-End Probabilistic Inference for Nonstationary Audio Analysis☆12Aug 7, 2019Updated 6 years ago
- Debiasing Methods in Natural Language Understanding Make Bias More Accessible: Code and Data☆14Apr 24, 2022Updated 4 years ago