Skip to main content

package preprocessing of datasets, especially from spectroscopy

Project description

License: MIT build workflow codecov

pyPreprocessing

General information

For preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other types of data, currently via baseline correction, smoothing, filtering, transformation, normalization and derivative. It relies on numpy, pandas, scipy, tqdm and scikit-learn, but also on https://github.com/AlexanderSouthan/pyDataFitting for the introduction of equality constraints into the polynomial baseline estimation methods, and https://github.com/AlexanderSouthan/little_helpers.

Documentation

Please visit: https://alexandersouthan.github.io/pyPreprocessing/

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

pyPreprocessing-0.0.2.tar.gz (17.6 kB view details)

Uploaded Source

Built Distribution

pyPreprocessing-0.0.2-py3-none-any.whl (14.2 kB view details)

Uploaded Python 3

File details

Details for the file pyPreprocessing-0.0.2.tar.gz.

File metadata

  • Download URL: pyPreprocessing-0.0.2.tar.gz
  • Upload date:
  • Size: 17.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.11.4

File hashes

Hashes for pyPreprocessing-0.0.2.tar.gz
Algorithm Hash digest
SHA256 c59990de8439e51ce89df5326d64c67767399e207c2c94ea70135ed94f4d5f15
MD5 4de56bf15e73f2c6ae387cb534b47e73
BLAKE2b-256 a75504185906d7760a5fec36f647298a228208e904da122b44d3969a50e0e49d

See more details on using hashes here.

File details

Details for the file pyPreprocessing-0.0.2-py3-none-any.whl.

File metadata

File hashes

Hashes for pyPreprocessing-0.0.2-py3-none-any.whl
Algorithm Hash digest
SHA256 c42c10f3e7e727280b6c5264a0e046ec5145ff6cbb58a8407204cc75308e8183
MD5 1fe40e9b34d3587803d7c55d2fb47e81
BLAKE2b-256 6fa924ea2950aad52039c28cfbe2729dd16310cfde81fee73f6091c7504c6b59

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