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Deepmath

The Deepmath project seeks to improve automated theorem proving using deep learning and other machine learning techniques. Deepmath is a collaboration between Google Research and several universities.

DISCLAIMER:

The source code in this repository is not an official Google product, but is a research collaboration with external research teams.

Installation

Deepmath depends on TensorFlow, which is included as a submodule. Use, or see, the Dockerfile for build instructions for deephol, our neural prover. It requires connecting to a proof assistant server. See https://github.com/brain-research/hol-light for a server implementation.

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Experiments towards neural network theorem proving

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