DeepGenX
Code Generation using GPT-J
About DeepGenX
CodeGenX is a Code Generation system powered by Artificial Intelligence! It is delivered to you in the form of a Visual Studio Code Extension and is Free and Open-source!
Languages Supported: CodeGenX currently only supports Python. We are planning to add additional languages in future releases.
Modules Trained On: CodeGenX was trained on Python code which covers many of its common uses. Some libraries which CodeGenX is specifically trained on are:
- Tensorflow
- Pytorch
- Scikit-Learn
- Pandas
- NumPy
- OpenCV
- Django
- Flask
- PyGame
How CodeGenX Works: At the core of CodeGenX lies a large neural network called GPT-J. GPT-J is a 6 billion parameter transformer model which was trained on hundreds of gigabytes of text from the internet. We fine-tuned this model on a dataset of open-source python code. This fine-tuned model can now be used to generate code when given an input with the right instructions.