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 information sieve for discrete variables.☆36Nov 4, 2016Updated 9 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 This reference implementation has been superseded…☆307Jun 2, 2017Updated 8 years ago
- Python bindings to pressio☆10Oct 18, 2022Updated 3 years ago
- ☆12May 21, 2025Updated 9 months ago
- A library for random feature maps in Python.☆17Aug 27, 2020Updated 5 years ago
- Non-parametric Entropy Estimation Toolbox☆423Oct 5, 2022Updated 3 years ago
- Robust PCA in Python☆36May 10, 2013Updated 12 years ago
- Information Theory Toolkit☆19Sep 29, 2018Updated 7 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
- Code to reproduce experiments appearing in the academic paper Lost Relatives of the Gumbel Trick☆17Jun 14, 2017Updated 8 years ago
- dataframe visualiser☆17Aug 13, 2019Updated 6 years ago
- Compute shrinkage estimates of the covariance matrix☆15Oct 12, 2015Updated 10 years ago
- The Path of the PyData Ninja☆16Sep 14, 2015Updated 10 years ago
- The Union of Intersections Framework in Python☆15Updated this week
- Context-oriented Programming (COP) for JavaScript☆15Nov 18, 2016Updated 9 years ago
- Graph clustering and Node embeddings with word2vec☆14Mar 2, 2019Updated 6 years ago
- Dask powered gridsearch and pipeline a la scikit-learn☆42Nov 2, 2015Updated 10 years ago
- Pitman-Yor processes in python☆26Apr 18, 2014Updated 11 years ago
- Low-level primitives for collapsed Gibbs sampling in python and C++☆16Mar 27, 2024Updated last year
- Transforms univariate data into normally distributed data☆77Jun 21, 2022Updated 3 years ago
- ☆20Apr 14, 2017Updated 8 years ago
- Low-level primitives for collapsed Gibbs sampling in python and C++☆33Mar 27, 2024Updated last year
- Decorator for PyMC3☆50Jun 11, 2021Updated 4 years ago
- A simple recommendation engine (by way of convolutions and embeddings) written in TensorFlow☆20Jun 5, 2017Updated 8 years ago
- This is an experimental project that seeks to integrate PySpark and xarray for Climate Data Analysis.☆22Nov 16, 2017Updated 8 years ago
- Neural Tangent Kernel (NTK) module for the scikit-learn library☆25Oct 7, 2024Updated last year
- ☆28Jun 25, 2019Updated 6 years ago
- Allows the use of BibTeX citations within a Pelican site☆25Apr 14, 2020Updated 5 years ago
- Backpropagation-through-time library for TensorFlow☆27Mar 21, 2018Updated 7 years ago
- Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX☆103Jul 6, 2023Updated 2 years ago
- Python routines for Monte Carlo integration. Written in Cython and Python for fast computations. @Naereen knows the installation is broke…☆32Apr 8, 2025Updated 10 months ago
- Pytrees + dataclasses ❤️☆75Dec 19, 2025Updated 2 months ago
- BDP 05: CLUSTERING OF LARGE UNLABELED DATASETS OVERVIEW Real world data is frequently unlabeled and can seem completely random. In these…☆11Jan 6, 2018Updated 8 years ago
- ☆12Oct 7, 2020Updated 5 years ago
- ☆30Jul 25, 2018Updated 7 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆31Jul 30, 2022Updated 3 years ago
- Code repository for R Machine Learning Techniques, published by Packt☆11Jan 14, 2021Updated 5 years ago