lanGuesser

lanGuesser uses a Deep Learning model to identify a programming language based on code snippet.

Preparation

Data has been extracted from Google BigQuery and downloaded as a CSV file for every programming language.

Training

Model has been trained on a Jupyter Notebook in Google Colab using Tensorflow and Keras.

Supported Languages

Languages
Python	Java	Javascript	Go
PHP	SQL	HTML	CSS

Local Setup

In mysite folder there is a Flask Web App that allows you to test the model on your local computer.

Steps

• Create a virtual environment with either

    virtualenv myenv

    conda create --name myenv

• Install necessary packages with either

    pip install -r pip_requirements.txt

    while read requirement; do conda install --yes $requirement; done < requirements.txt

• Run

    python flask_app.py

• Enjoy it!