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https://github.com/gregversteeg/LinearCorex
Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-dimensional data
https://github.com/gregversteeg/LinearCorex
clustering covariance-matrix factor-analysis information-theory machine-learning python unsupervised-learning
Last synced: about 1 month ago
JSON representation
Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-dimensional data
- Host: GitHub
- URL: https://github.com/gregversteeg/LinearCorex
- Owner: gregversteeg
- License: apache-2.0
- Created: 2016-02-16T03:52:24.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2020-11-30T17:49:33.000Z (about 4 years ago)
- Last Synced: 2024-10-13T12:51:58.468Z (2 months ago)
- Topics: clustering, covariance-matrix, factor-analysis, information-theory, machine-learning, python, unsupervised-learning
- Language: Python
- Homepage:
- Size: 25.2 MB
- Stars: 42
- Watchers: 25
- Forks: 13
- Open Issues: 2
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Metadata Files:
- Readme: README.md
- Changelog: Changelog.md
- License: LICENSE
Awesome Lists containing this project
- awesome-topic-models - Linear CorEx - Latent Factor Models Based on Linear Total CorEx [:page_facing_up:](https://arxiv.org/pdf/1706.03353v3.pdf) (Models / Embedding based Topic Models)