August ’18 – May ‘19
Tech Stack : Deep Learning, Genetic Algorithms, Python

The aim was to automate the code generation, if we supply the particular set of input/output examples.

- We worked on generating source code in Brain Fuck programming language from a set of input-output examples or any type of user input, using Program Synthesis techniques.

- For example, if we supply our code generator with 2+2=3, 4+8=12 etc.. then it will automatically write a program for addition in BF language.

- We used BF code interpretors to convert the BF generated code to a specific programming language.

We were able to design a hybrid approach which produces result in few seconds only.

We reviewed a lot of reseach papers about auto generating code and had written a review paper for the same.

Review Paper Implementations Github

Here are some of the programs Generated by our model :