AI Model Metadata eXtractor
Python library that infers and extracts AI model-specific metadata from GitHub repositories.
Paper at the Mining Software Repositories Conference 2020 describing AIMMX
Video of talk at the Mining Software Repositories Conference 2020 describing AIMMX
Runs on Python3 with the dependencies as described in requirements.txt
Also will require a GitHub API key which can be obtained by the following steps:
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On GitHub, click your profile picture in the top-right
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Settings > Developer Settings > Personal access tokens > "Generate new token"
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Keep track of the key that is generated for use later (see Usage)
In the root directory of the library, please run pip3 install -e .
from aimmx import AIMMX
if __name__ == '__main__':
aimmx = AIMMX("***INSERT GITHUB API KEY HERE***)
metadata = aimmx.repo_parse("***INSERT GITHUB URL TO ANALYZE HERE***")
print(metadata)Please see the examples folder for a Jupyter notebook with various examples.