Show HN: Autocomplete Python Code with Transformers

3 points

5 years ago

This is a small project we created to train a character level autoregressive transformer (or LSTM) model to predict Python source code. We trained it on GitHub repositories found on awesome pytorch list.

Github repo: https://github.com/lab-ml/python_autocomplete

You can try training on Google Colab: https://colab.research.google.com/github/lab-ml/python_autocomplete/blob/master/notebooks/train.ipynb

Here are some sample evaluations/visualizations of the trained model: https://colab.research.google.com/github/lab-ml/python_autocomplete/blob/master/notebooks/evaluate.ipynb

Working on a simple VSCode extension to test this out. Will open source it soon on the same repository.

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