Huge News!Announcing our $40M Series B led by Abstract Ventures.Learn More
Socket
Sign inDemoInstall
Socket

probatus

Package Overview
Dependencies
Maintainers
5
Alerts
File Explorer

Advanced tools

Socket logo

Install Socket

Detect and block malicious and high-risk dependencies

Install

probatus

Validation of regression & classifiers and data used to develop them

  • 3.1.2
  • PyPI
  • Socket score

Maintainers
5

pytest PyPi Version PyPI PyPI - Downloads GitHub contributors

Probatus

Overview

Probatus is a python package that helps validate regression & (multiclass) classification models and the data used to develop them. Main features:

  • probatus.interpret provides shap-based model interpretation tools
  • probatus.sample_similarity to compare two datasets using resemblance modelling, f.e. train with out-of-time test.
  • probatus.feature_elimination.ShapRFECV provides cross-validated Recursive Feature Elimination using shap feature importance.

Installation

pip install probatus

Documentation

Documentation at ing-bank.github.io/probatus/.

You can also check out blog posts about Probatus:

Contributing

To learn more about making a contribution to Probatus, please see CONTRIBUTING.md.

FAQs


Did you know?

Socket

Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.

Install

Related posts

SocketSocket SOC 2 Logo

Product

  • Package Alerts
  • Integrations
  • Docs
  • Pricing
  • FAQ
  • Roadmap
  • Changelog

Packages

npm

Stay in touch

Get open source security insights delivered straight into your inbox.


  • Terms
  • Privacy
  • Security

Made with ⚡️ by Socket Inc