cbboyan / enigma

ENIGMA: Inference Guiding Machine

ENIGMA

Inference guiding machine for saturation-based Automated Theorem Provers.

User Install

This is enough if you plan to use Enigma. There is no need to clone this repo manually.

$ pip install git+https://github.com/ai4reason/enigma --process-dependency-links --user

This installs:

• Python packages atpy and enigma from GitHub, and
• other Python dependencies (xgboost, numpy, ...), and
• statically compiled binaries for eprover with Enigma support, Enigma feature extractor enigma-features, and LIBLINEAR training and prediction binaries train and predict.

Developers

You need this only if you plan to update the source codes.

1. Install atpy:

   $ git clone https://github.com/ai4reason/atpy.git
   $ cd atpy
   $ pip install -e . --user

2. Install enigma:

   $ git clone https://github.com/ai4reason/enigma.git
   $ cd enigma
   $ pip install -e . --user

After this, the git pull command issued in both atpy and enigma directories will automatically update both Python packages to their latest development versions from GitHub.

Credits

Development of this software prototype was supported by:

• ERC Consolidator grant no. 649043 AI4REASON
• ERC Starting grant no. 714034 SMART
• FWF grant P26201
• Cost Action CA15123 EUTypes