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Description

This package provides a number of utilities to make it simpler to run common scikit-learn experiments with pre-generated features.

Command-line Interface

run_experiment is a command-line utility for running a series of learners on datasets specified in a configuration file. For more information about using run_experiment, go here.

Python API

If you just want to avoid writing a lot of boilerplate learning code, you can use our simple well-documented Python API. The main way you'll want to use the API is through the load_examples function and the Learner class. For more details on how to simply train, test, cross-validate, and run grid search on a variety of scikit-learn models see the documentation.

Requirements

Repository

https://github.com/EducationalTestingService/skll.git

Last Built

1 week ago passed

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Home Page

https://github.com/EducationalTestingService/skll

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Short URLs

scikit-learn-laboratory.readthedocs.io
scikit-learn-laboratory.rtfd.io

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latest

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stable