https://github.com/willcrichton/autoplan

https://github.com/willcrichton/autoplan

Last synced: 6 days ago
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• Host: GitHub
• URL: https://github.com/willcrichton/autoplan
• Owner: willcrichton
• Created: 2019-06-19T19:10:20.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2022-06-06T21:37:37.000Z (over 2 years ago)
• Last Synced: 2024-10-31T21:02:21.649Z (about 2 months ago)
• Language: Jupyter Notebook
• Size: 17.3 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 3
• Metadata Files:
  • Readme: README.md

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README

        
# Autoplan

Autoplan is a Python library for using machine learning to classify programs into categories. We built Autoplan as a part of our work for the SIGCSE'21 paper [Automating Program Structure Classification](https://dl.acm.org/doi/10.1145/3408877.3432358).

To see how to use Autoplan, check out our demo Jupyter notebook: https://github.com/willcrichton/autoplan/blob/master/notebooks/autoplan_demo.ipynb

If you are interested in using Autoplan, feel free to contact the authors at [email protected] and [email protected].

## Installation

Right now, we only support installation from source, so follow the instructions below.

### From source

```

git clone https://github.com/willcrichton/autoplan

cd autoplan

pip3 install -e .

```

Several examples and modules use optional dependencies that are not automatically installed. If you want to run every possible autoplan example, run this command:

```

pip3 install hyperopt nltk javalang

```

## Citation

If you use Autoplan in your own research, please make sure to cite us accordingly:

```bibtex

@inproceedings{crichton2021automating,

  title={Automating Program Structure Classification},

  author={Crichton, Will and Sampaio, Georgia Gabriela and Hanrahan, Pat},

  booktitle={Proceedings of the 52nd ACM Technical Symposium on Computer Science Education},

  pages={1177--1183},

  year={2021}

}

```