Dynamic Pipeline is a high-level API to help data scientists building models in ensemble way, and automating Machine Learning workflow with simple coding.

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for tonyleidong from gravatar.com tonyleidong

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License
  • Author: Tony Dong
  • Tags auto machine learning, features selection, model selection, model preprocessing, pipeline, ensemble modeling
  • Requires: Python >=3.7
Classifiers

Project description

Dynamic Pipeline

PyPI Latest Release Github Issues License Last Commit Python Version

Author: Tony Dong

Dynamic Pipeline is a high-level API to help data scientists building models in ensemble way, and automating Machine Learning workflow with simple code.

Documentation: https://dynamic-pipeline.readthedocs.io/

Installation

pip install dynapipe

Current available modules:

  • autoPP for feature preprocessing
  • autoFS for classification/regression features selection
  • autoCV for classification/regression model selection and evaluation
  • autoPipe for modules automatic pipeline connection & generate model's performance reports

License:

MIT

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for tonyleidong from gravatar.com tonyleidong

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License
  • Author: Tony Dong
  • Tags auto machine learning, features selection, model selection, model preprocessing, pipeline, ensemble modeling
  • Requires: Python >=3.7
Classifiers

Release history Release notifications | RSS feed

0.2.3

0.2.2

This version

0.2.1

0.2.0

0.1.4 yanked

0.1.3 yanked

Reason this release was yanked:

Stable Version to Release. Private Protect

0.1.2 yanked

0.1.1 yanked

0.1.0 yanked

0.0.12 yanked

Reason this release was yanked:

Empty Codes Version for Private protect

0.0.11 yanked

0.0.10 yanked

0.0.9 yanked

0.0.8 yanked

Reason this release was yanked:

Private Protect

0.0.7 yanked

Reason this release was yanked:

Update README.MD

0.0.6 yanked

0.0.5 yanked

0.0.4 yanked

0.0.2 yanked

Download files

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

Source Distribution

dynapipe-0.2.1.tar.gz (14.6 kB view hashes)

Uploaded Source

Built Distribution

dynapipe-0.2.1-py3-none-any.whl (18.9 kB view hashes)

Uploaded Python 3

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