{"repo":"mozilla/bugbug","free":true,"listed":false,"github":"https://github.com/mozilla/bugbug","clone":"git clone https://github.com/mozilla/bugbug.git","description":"Platform for Machine Learning projects on Software Engineering","language":"Python","stars":568,"topics":["machine-learning","software-engineering","ai","developer-tools","llm","ml","python"],"license":"MPL-2.0","category":"machine-learning","readme_excerpt":"bugbug Bugbug aims at leveraging machine learning techniques to help with bug and quality management, and other software engineering tasks (such as test selection and defect prediction). Chat with us in the bugbug Matrix room. More information on the Mozilla Hacks blog: - https://hacks.mozilla.org/2020/07/testing-firefox-more-efficiently-with-machine-learning/ - https://hacks.mozilla.org/2019/04/teaching-machines-to-triage-firefox-bugs/ Data generated by BugBug to train the models can be used independently from BugBug. See the docs for details. Classifiers - assignee - The aim of this classifier is to suggest an appropriate assignee for a bug. - backout - The aim of this classifier is to detect patches that might be more likely to be backed-out (because of build or test failures). It could be used for test prioritization/scheduling purposes. - bugtype - The aim of this classifier is to classify bugs according to their type. The labels are gathered automatically from bugs: right now they are \"crash/memory/performance/security\". The plan is to add more types after manual labeling. - component - The aim of this classifier is to assign product/component to (untriaged) bugs. - defect vs enhancement vs task - Extension of the defect classifier to detect differences also between feature requests and development tasks. - defect - Bugs on Bugzilla aren't always bugs. Sometimes they are feature requests, refactorings, and so on. The aim of this classifier is to distinguish between bugs","default_branch":null,"files":null,"tree":[],"storefront":"/r/mozilla","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/mozilla/bugbug/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}