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Published January 16, 2020 | Version v1
Software Open

AIMMX: Artificial Intelligence Model Metadata Extractor

  • 1. (blinded for review)

Description

Version of AIMMX AI model metadata extractor Python library (with examples) intended for reviewer for the MSR 2020 submission "AIMMX: Artificial Intelligence Model Metadata Extractor." An open source version is being worked on and when it is released will supersede this version.

Instructions to install and use are in "README.md" in the root directory and are reproduced in part here:

1. Unzip the archive into a desired directory

2. Run "pip3 install -e ." in the root directory of the library

3. Obtain a GitHub API key by going to GitHub, logging in, and going to "Settings > Developer Settings > Personal access tokens > Generate new token"

4. In a Python script or Jupyter notebook, run this example:

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)

 

5. For further examples, please see the example notebook in the /examples directory

Files

AIMMX-master.zip

Files (9.1 MB)

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