in progress

An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonwoo Noh, Sriram Somasundaram, and Joseph J. Lim

CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

Neural Program Synthesis With Soft Actor Critic

Deep reinforcement learning with feature extraction

Code for Learning to Synthesize Programs as Interpretable and Generalizable Policies in NeurIPS 2021

VAEs for program synthesis

Deepcoder paper implementation