Skip to main content

Generalized PCA for dimension reduction of non-normally distributed data

Project description

Python package: glmpca

Build Status

Generalized PCA for non-normally distributed data. If you find this useful please cite Feature Selection and Dimension Reduction based on a Multinomial Model.

An R implementation is also available.

Issues and bug reports

Please use https://github.com/willtownes/glmpca-py/issues to submit issues, bug reports, and comments.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

glmpca-0.1.0.tar.gz (8.0 kB view details)

Uploaded Source

Built Distribution

glmpca-0.1.0-py3-none-any.whl (11.7 kB view details)

Uploaded Python 3

File details

Details for the file glmpca-0.1.0.tar.gz.

File metadata

  • Download URL: glmpca-0.1.0.tar.gz
  • Upload date:
  • Size: 8.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/2.0.0 pkginfo/1.5.0.1 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.9.1 tqdm/4.31.1 CPython/3.7.3

File hashes

Hashes for glmpca-0.1.0.tar.gz
Algorithm Hash digest
SHA256 02267dc81b1417235d95152a2395d928bff3b503edc5b8d364ebbd1045575118
MD5 26ff86daa302bce54ba2eabcade526d9
BLAKE2b-256 511d102975b5aa01b46b0a22ee7adedf57b695eb79aa9e84a5690c2c4a67cf86

See more details on using hashes here.

File details

Details for the file glmpca-0.1.0-py3-none-any.whl.

File metadata

  • Download URL: glmpca-0.1.0-py3-none-any.whl
  • Upload date:
  • Size: 11.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/2.0.0 pkginfo/1.5.0.1 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.9.1 tqdm/4.31.1 CPython/3.7.3

File hashes

Hashes for glmpca-0.1.0-py3-none-any.whl
Algorithm Hash digest
SHA256 6a8548123744b09298fc5e7c43e693bae89cc0384bd43639bc82858464bae5e6
MD5 68360157cd9013ec35f58fee98b1d965
BLAKE2b-256 04e20fa2acd848c9c25f60b47e6b23f197faffaadae31d2f21a755dfe0a4604a

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page