Brain Coder

Authors: Daniel Abolafia, Mohammad Norouzi, Quoc Le

Brain coder is a code synthesis experimental environment. We provide code that reproduces the results from our recent paper Neural Program Synthesis with Priority Queue Training. See single_task/README.md for details on how to build and reproduce those experiments.

Installation

First install dependencies seperately:

bazel
TensorFlow
scipy
absl-py

Note: even if you already have these dependencies installed, make sure they are up-to-date to avoid unnecessary debugging.

Building

Use bazel from the top-level repo directory.

For example:

bazel build single_task:run

View README.md files in subdirectories for more details.