ahmedheakl/transcoder-package

Packing transcoder model

TransCoder Package

This is a library implementation of the infamous Transcoder model Unsupervised Translation of Programming Languages

Usage

Installation

Create a virtual environment and activate it:

virtualenv venv --python=python3.8
source venv/bin/activate

Install library

pip install transcode

If your libclang.so is not in /usr/lib/llvm-10/lib/, replace the path to libclang.so to the correct path in clang.cindex.Config.set_library_path('path_to_libclang') in code_tokenizer.py

Translate

Just provide the target and source langauges and the code, and we handle the rest 😉

translate --src_lang python --tgt_lang java < input_code.cpp

Train or Evaluate

To train or evaluate the model, please refer to the original repository.