Non-parametric Entropy Estimation Toolbox
☆429Oct 5, 2022Updated 3 years ago
Alternatives and similar repositories for NPEET
Users that are interested in NPEET are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded…☆307Jun 2, 2017Updated 8 years ago
- Implementation of linear CorEx and temporal CorEx.☆36Aug 17, 2021Updated 4 years ago
- Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-…☆43Nov 30, 2020Updated 5 years ago
- Bayesian entropy estimation in Python - via the Nemenman-Schafee-Bialek algorithm☆52Mar 31, 2026Updated last month
- Echo Noise Channel for Exact Mutual Information Calculation☆17Jul 17, 2020Updated 5 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.
- Transforms univariate data into normally distributed data☆77Jun 21, 2022Updated 3 years ago
- A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overla…☆144Oct 6, 2021Updated 4 years ago
- The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynami…☆294Updated this week
- The Linear Information Sieve☆16Aug 7, 2017Updated 8 years ago
- Python package for information theory.☆574Updated this week
- Information Theory Toolkit☆19Sep 29, 2018Updated 7 years ago
- Nonlinear Information Bottleneck☆54Jun 21, 2022Updated 3 years ago
- A Python Wrapper for the Inform Information Analysis Library☆58Dec 2, 2019Updated 6 years ago
- A pytorch implementation of MINE(Mutual Information Neural Estimation)☆349Mar 13, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Open-Source MATLAB toolbox for transfer entropy estimation☆64Nov 22, 2017Updated 8 years ago
- ☆10Feb 19, 2019Updated 7 years ago
- Mutual information estimators and benchmark☆61Sep 16, 2025Updated 8 months ago
- Multivariate Dictionary Learning Algorithm☆27Jan 15, 2024Updated 2 years ago
- A decision-tree based conditional independence test.☆36Mar 11, 2023Updated 3 years ago
- ☆17Dec 4, 2015Updated 10 years ago
- ☆37Nov 30, 2017Updated 8 years ago
- Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx☆641Mar 22, 2021Updated 5 years ago
- Entropy for Python☆370May 19, 2026Updated last week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Implementation of a PyTorch Mutual Information Estimation Toolkit☆24Apr 5, 2024Updated 2 years ago
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Jan 10, 2020Updated 6 years ago
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆207Sep 1, 2018Updated 7 years ago
- MID (Mutual Information Dimension) for measuring statistical dependence between two random variables☆12Apr 21, 2013Updated 13 years ago
- Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate no…☆169Oct 2, 2024Updated last year
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆73Jul 3, 2020Updated 5 years ago
- Official implementation of Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information☆12Sep 28, 2023Updated 2 years ago
- PyTorch demo of "DEMI: Discriminative Estimator of Mutual Information"☆12Dec 1, 2020Updated 5 years ago
- The Randomized Dependence Coefficient in Python☆20May 12, 2019Updated 7 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.
- Parallelized Mutual Information based Feature Selection module.☆286Sep 30, 2021Updated 4 years ago
- The information sieve for discrete variables.☆36Nov 4, 2016Updated 9 years ago
- EEG/MEG Source Connectivity Toolbox in Python☆69Feb 20, 2024Updated 2 years ago
- ☆12Dec 8, 2022Updated 3 years ago
- Causal Dynamic Network Modeling☆14Feb 21, 2019Updated 7 years ago
- ☆42Oct 2, 2018Updated 7 years ago
- Information-theoretic diffusion, simplified code example.☆32Mar 28, 2023Updated 3 years ago