Classifier based mutual information, conditional mutual information estimation; conditional independence testing
☆36Jul 23, 2019Updated 7 years ago
Alternatives and similar repositories for CCMI
Users that are interested in CCMI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Mutual Information Gradient Estimation☆12Sep 8, 2021Updated 5 years ago
- Classifier Conditional Independence Test: A CI test that uses a binary classifier (XGBoost) for CI testing☆49Jul 6, 2023Updated 3 years ago
- Notebooks for the ENCCS Graph Neural Networks and Transformers workshop☆16Apr 19, 2023Updated 3 years ago
- This python code estimates conditional mutual information (CMI) and mutual information (MI) for discrete and/or continuous variables usin…☆39Jul 20, 2021Updated 5 years ago
- Mutual Information Neural Entropic Estimation☆26Jul 6, 2023Updated 3 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.
- The Randomized Conditional Independence Test (RCIT) and the Randomized conditional Correlation Test (RCoT)☆32May 23, 2019Updated 7 years ago
- Causal Discovery via Bayesian Optimization (DrBO) - ICLR 2025☆24Apr 13, 2025Updated last year
- Deep Autoencoding Predictive Components☆10Mar 4, 2021Updated 5 years ago
- PSYCH 291: Causal Cognition (https://tobiasgerstenberg.github.io/causal_cognition/)☆13May 23, 2019Updated 7 years ago
- ☆16Aug 24, 2026Updated 2 months ago
- Here is the code for experiments related to the NIS+ framework.☆16Dec 15, 2025Updated 10 months ago
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆349Mar 13, 2019Updated 7 years ago
- Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".☆29Jan 24, 2023Updated 3 years ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆76Feb 12, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ANN4EEG is a convolutional neural network toolkit for EEG-mediated drug-target interaction prediction. This approach for drug-target inte…☆13Feb 15, 2024Updated 2 years ago
- Framework for Exploring and Understanding Multivariate Correlations☆10Mar 7, 2018Updated 8 years ago
- ☆12Oct 9, 2022Updated 4 years ago
- A methodology designed to validate the statistical similarity of synthetic data generated by GAN models. The metrics contain Auto-encoder…☆12Jun 25, 2020Updated 6 years ago
- Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate no…☆173Oct 2, 2024Updated 2 years ago
- A series of MATLAB scripts for my personal understanding and implementation of Digital Signal Processing algorithms☆15Jul 3, 2013Updated 13 years ago
- ☆15May 10, 2016Updated 10 years ago
- DGCIT: Double Generative Adversarial Networks for Conditional Independence Testing☆11Nov 22, 2023Updated 2 years ago
- A project includes the implementations of state-of-the-art offline and online RL☆12Dec 18, 2025Updated 10 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Simple SVM implemented with Recursive Feature Elimination☆12Aug 18, 2019Updated 7 years ago
- This is the repository containing the solution of the homework for the CS224W course at Stanford: Machine Learning with Graphs☆11Jul 19, 2020Updated 6 years ago
- Data Mining Lab 2020. The Variational Fair Autoencoder.☆15Apr 18, 2023Updated 3 years ago
- Test genes for Spatial Variation☆15Dec 20, 2024Updated last year
- Implementing FastSent in theano☆12May 2, 2016Updated 10 years ago
- Matlab code to compute entropy, conditional entropy, mutual information, channel capacity, and rate distortion.☆35Jun 29, 2020Updated 6 years ago
- Code for "Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts", IJCAI 2022☆19May 27, 2022Updated 4 years ago
- this repo contains matlab files associated with digital signal processing☆10Dec 18, 2014Updated 11 years ago
- Code for Dataset and Benchmarks Submission, Neurips 2022☆13Aug 16, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Codebase, data and models for the Headline Grouping paper at NAACL2021☆12Oct 2, 2022Updated 4 years ago
- pytorch (>=0.4 version) code of NIPS 2015 paper 'A Recurrent Latent Variable Model for Sequential Data'☆13Nov 18, 2019Updated 6 years ago
- Python开发，工具代码，笔记,Python八股☆10Mar 20, 2023Updated 3 years ago
- Bayesian Efficient Multiple Kernel Learning☆10Mar 17, 2018Updated 8 years ago
- This repository contains the codebase for our accepted paper in the Main track of AAMAS'24, titled 'Policy Learning for Off-Dynamics RL w…☆14May 11, 2024Updated 2 years ago
- BG-CNN: A Hybrid Fault Diagnosis Method for Improved Fault Isolation. This repository presents the BG-CNN method, a novel approach that …☆13Jun 25, 2024Updated 2 years ago
- Scikit-learn compatible Kernel Entropy Component Analysis in Python☆13Feb 12, 2016Updated 10 years ago