Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-dimensional data
☆43Nov 30, 2020Updated 5 years ago
Alternatives and similar repositories for LinearCorex
Users that are interested in LinearCorex are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of linear CorEx and temporal CorEx.☆36Aug 17, 2021Updated 4 years ago
- The Linear Information Sieve☆16Aug 7, 2017Updated 8 years ago
- A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overla…☆143Oct 6, 2021Updated 4 years ago
- Echo Noise Channel for Exact Mutual Information Calculation☆17Jul 17, 2020Updated 5 years ago
- Nonlinear Information Bottleneck☆54Jun 21, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Non-parametric Entropy Estimation Toolbox☆425Oct 5, 2022Updated 3 years ago
- Variational Information Maximization for Feature Selection☆11Aug 24, 2016Updated 9 years ago
- Functional TensorFlow Implementation of Singular Value Decomposition for paper Fast Graph Learning☆13Feb 23, 2021Updated 5 years ago
- Transforms univariate data into normally distributed data☆77Jun 21, 2022Updated 3 years ago
- Code for Invariant Rep. Without Adversaries (NIPS 2018)☆35Dec 11, 2019Updated 6 years ago
- Scripts for running nvidia-docker on Amazon EC2.☆12Feb 19, 2021Updated 5 years ago
- We define and estimate smooth unique information of samples with respect to classifier weights and predictions. We compute these quantiti…☆11Mar 9, 2021Updated 5 years ago
- Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx☆639Mar 22, 2021Updated 5 years ago
- Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling☆36Nov 5, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Decomposition into Low-Rank and Sparse Matrices in Computer Vision☆14Mar 7, 2019Updated 7 years ago
- Implements the model described in "Identification, Interpretability, and Bayesian Word Embeddings"☆19Jun 5, 2019Updated 6 years ago
- Jupyter Notebooks and other code for 4CE data visualizations.☆13Jan 25, 2023Updated 3 years ago
- ☆12Oct 7, 2020Updated 5 years ago
- Dask powered gridsearch and pipeline a la scikit-learn☆42Nov 2, 2015Updated 10 years ago
- PyTorch implementation of Algorithm 1 of "On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models"☆39Jul 25, 2024Updated last year
- An implementation of Adams & MacKay 2007 "Bayesian Online Changepoint Detection"☆31Jul 28, 2014Updated 11 years ago
- Robust PCA in Python☆35May 10, 2013Updated 12 years ago
- The Path of the PyData Ninja☆16Sep 14, 2015Updated 10 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Postgres REST API server in JavaScript (a la PostgREST)☆12Dec 28, 2017Updated 8 years ago
- Context-oriented Programming (COP) for JavaScript☆15Nov 18, 2016Updated 9 years ago
- Infinite relational model (IRM) for datamicroscopes☆14Oct 26, 2015Updated 10 years ago
- All purpose paper template with a base arxiv/revtex4 format and sample journal options☆23Mar 26, 2026Updated 2 weeks ago
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Jun 2, 2021Updated 4 years ago
- distribution template for openqa tests☆10Feb 18, 2026Updated last month
- This is the text partitioner project for Python.☆21Dec 11, 2018Updated 7 years ago
- Gene expression viewer template☆11Aug 30, 2017Updated 8 years ago
- https://jimhester.github.io/r-actions-test/☆11Nov 19, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- polygenic scores using variational inference on GWAS summary statistics from multiple cohorts☆11Dec 7, 2022Updated 3 years ago
- ☆11Sep 20, 2016Updated 9 years ago
- Graph clustering and Node embeddings with word2vec☆14Mar 2, 2019Updated 7 years ago
- Multi-task gradient boosting decision tree☆13Apr 14, 2023Updated 2 years ago
- Code repository for R Machine Learning Techniques, published by Packt☆11Jan 14, 2021Updated 5 years ago
- ☆20Apr 14, 2017Updated 8 years ago
- Gibbs sampling for expanded ensembles and replica exchange simulations☆11Jun 1, 2014Updated 11 years ago