Webcompat machine learning models

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John Giannelos b3922d4ed5 Update dataset		2020-01-06 18:44:29 +01:00
datasets	Update dataset	2020-01-06 18:44:29 +01:00
docs	Add folder for documentation	2019-09-03 20:12:52 +03:00
src/webcompat_ml	Add command to build needsdiagnosis dataset	2019-12-12 20:14:12 +01:00
.gitattributes	Add datasets for `needsdiagnosis` model (full/balanced)	2019-11-20 19:31:42 +01:00
.gitignore	Add .gitignore for python project	2019-08-08 19:19:01 +02:00
Dockerfile	Build local codebase for dev Dockerfile	2019-08-12 17:34:32 +02:00
LICENSE	Add LICENSE	2019-09-03 19:07:01 +03:00
README.md	Add link to full project documentation.	2019-12-11 14:58:11 +01:00
setup.py	Add requirements. Fix flake8 issues.	2019-12-12 19:57:13 +01:00

webcompat-ml

About

This project includes all the models and helper utils used in the ML pipeline of webcompat.com.

> python setup.py build
> python setup.py install

Full project documentation is hosted on https://webcompat-ml.readthedocs.io/

Mozilla Public License Version 2.0

automl-gs was used as a starting point of our experiments to quickly evaluate different classifiers and how well they perform with our data.