code-review-estimator

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Code review estimator

Simple showcase of machine learning for code review cost estimation.

Install

composer install 

Usage

bin/console list
bin/console <command> --help

Train

Store your dataset in `data/code-reviews.csv

> bin/console train
R2: 0.90124676557598
New model trained! 🚀

Estimate Github PR

> bin/console estimate:github symfony/symfony/pull/27647
Fetching symfony/symfony/pull/27647 pull request data
Price for symfony/symfony/pull/27647 is: $51.36

Estimate wizard (ask questions)

> bin/console estimate:wizard 
Commits: 1
Additions: 100
Deletions: 20
Changed files: 2
Comments: 0
Review comments: 0
Price for PR is: $94.4

License

PHP-ML is released under the MIT Licence. See the bundled LICENSE file for details.

Author

Arkadiusz Kondas (@ArkadiuszKondas)