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A Framework for Model-Backed Generators. Backend for AutoPandas (
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Latest commit 3f07a8f Oct 11, 2019


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A Framework for Model-Backed Generators


  • As the repository is in early development stage, you should do a development install as follows

      cd <repo-dir>
      pip install -e .
  • The requirements list tensorflow==1.13.2. If you want to use the GPU version, you can manually install tensorflow-gpu==1.13.2 using pip. Make sure CUDA version is 10.


The system used for the OOPSLA '19 paper is available in the oopsla-2019-autopandas branch. Atlas is a generalization of that system. The porting of AutoPandas onto Atlas is ongoing.

Documentation and More Tutorials

Coming soon.

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