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
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
- CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded…☆307Jun 2, 2017Updated 8 years ago
- Nonlinear Information Bottleneck☆54Jun 21, 2022Updated 3 years ago
- ☆12May 21, 2025Updated 10 months ago
- Non-parametric Entropy Estimation Toolbox☆423Oct 5, 2022Updated 3 years ago
- Variational Information Maximization for Feature Selection☆11Aug 24, 2016Updated 9 years ago
- mainly aimed at scalable subspace clustering☆11Jun 2, 2017Updated 8 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
- A library for random feature maps in Python.☆17Aug 27, 2020Updated 5 years ago
- Scripts for running nvidia-docker on Amazon EC2.☆12Feb 19, 2021Updated 5 years ago
- UI for Dynamic Memory Networks☆14Apr 9, 2016Updated 9 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
- Python bindings to pressio☆10Oct 18, 2022Updated 3 years ago
- Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling☆36Nov 5, 2021Updated 4 years ago
- Decomposition into Low-Rank and Sparse Matrices in Computer Vision☆14Mar 7, 2019Updated 7 years ago
- Jupyter Notebooks and other code for 4CE data visualizations.☆13Jan 25, 2023Updated 3 years ago
- ☆12Oct 7, 2020Updated 5 years ago
- Code and webpages for our study on teaching humans to defer to an AI☆12Nov 6, 2023Updated 2 years ago
- Dask powered gridsearch and pipeline a la scikit-learn☆42Nov 2, 2015Updated 10 years ago
- dataframe visualiser☆17Aug 13, 2019Updated 6 years ago
- An implementation of Adams & MacKay 2007 "Bayesian Online Changepoint Detection"☆31Jul 28, 2014Updated 11 years ago
- Nested lists published on GitHub.☆13Sep 7, 2022Updated 3 years ago
- Exploring retweets by Twitter bot-nets.☆10Aug 30, 2017Updated 8 years ago
- Robust PCA in Python☆35May 10, 2013Updated 12 years ago
- Operations for CNN on manifolds.☆14Mar 19, 2021Updated 5 years ago
- The Path of the PyData Ninja☆16Sep 14, 2015Updated 10 years ago
- Visual Demonstration of Convolutional Network on Famous Mnist Dataset☆17Feb 5, 2026Updated last month
- ☆10Mar 14, 2021Updated 5 years ago
- Infinite relational model (IRM) for datamicroscopes☆14Oct 26, 2015Updated 10 years ago
- Pytrees + dataclasses ❤️☆75Dec 19, 2025Updated 3 months ago
- This is the repository for the open source code of the distributed data network platform PopMedNet☆12Nov 5, 2024Updated last year
- Experimentation code for the article "Building Topic Models Based on Anchor Words" based on the paper "Learning Topic Models: Going beyon…☆15May 13, 2014Updated 11 years ago
- ☆12Nov 14, 2025Updated 4 months ago
- Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits☆11Jun 2, 2021Updated 4 years ago
- The Union of Intersections Framework in Python☆15Updated this week