CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.
☆308Jun 2, 2017Updated 9 years ago
Alternatives and similar repositories for CorEx
Users that are interested in CorEx are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overla…☆145Oct 6, 2021Updated 4 years ago
- Implementation of linear CorEx and temporal CorEx.☆36Aug 17, 2021Updated 4 years ago
- Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx☆642Mar 22, 2021Updated 5 years ago
- Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-…☆44Nov 30, 2020Updated 5 years ago
- The Linear Information Sieve☆16Aug 7, 2017Updated 8 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.
- The information sieve for discrete variables.☆36Nov 4, 2016Updated 9 years ago
- Echo Noise Channel for Exact Mutual Information Calculation☆17Jul 17, 2020Updated 5 years ago
- Non-parametric Entropy Estimation Toolbox☆431Oct 5, 2022Updated 3 years ago
- Transforms univariate data into normally distributed data☆78Jun 21, 2022Updated 3 years ago
- local non-uniformity correction for mutual information estimation☆72Jun 8, 2021Updated 5 years ago
- ☆15Nov 9, 2018Updated 7 years ago
- UI for Dynamic Memory Networks☆14Apr 9, 2016Updated 10 years ago
- Dimensionality reduction for binary data☆52Sep 7, 2020Updated 5 years ago
- Generative Sparse Distributed Representations, a fast generative model written in Python (Original C++ implementation https://github.com/…☆24Jul 24, 2016Updated 9 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.
- ☆98Feb 22, 2018Updated 8 years ago
- Nonlinear Information Bottleneck☆54Jun 21, 2022Updated 3 years ago
- Bayesian model averaging of an objective function over a model class using advanced MCMC techniques.☆16Jan 9, 2015Updated 11 years ago
- Collapsed Variational Bayes☆72Sep 27, 2019Updated 6 years ago
- Probabilistic single-cell pseudotime with Edward+Tensorflow☆12Oct 5, 2017Updated 8 years ago
- Analogs of Linguistic Structure in Deep Representations☆19Jul 27, 2017Updated 8 years ago
- Run Nx2 Cross Validation for multiple binary classifiers in parallel with optional downsampling☆13Jan 27, 2015Updated 11 years ago
- Source code of the Bayesian SVM described in the paper by Wenzel et al. "Bayesian Nonlinear Support Vector Machines for Big Data"☆19Feb 8, 2020Updated 6 years ago
- Python package for information theory.☆575May 30, 2026Updated last week
- 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.
- Shape analysis of high-throughput data