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All Projects → evilsocket → octofairy

evilsocket / octofairy

Licence: other
A machine learning based GitHub bot for Issues.

Programming Languages

python
139335 projects - #7 most used programming language
Makefile
30231 projects

octofairy is a machine learning based GitHub bot that, given certain features of an Issue, will try to predict if it'll ever be closed and if so, if with a commit or not.

WORK IN PROGRESS

Install ergo and then the deps of this project:

make requirements

Set your GitHub API key and download issues as JSON files from a given repo:

make download GITHUB_API_KEY="set-your-api-key-here" GITHUB_REPO=github.com/golang/go

Perform features extraction from the GitHub issues and vectorialize them:

make convert GITHUB_REPO=github.com/golang/go

Train:

make train GITHUB_REPO=github.com/golang/go

View the model:

ergo view .
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