progressive-learning is a package for exploring and using progressive learning algorithms developed by the neurodata group.
This package is supported for Linux and macOS. The package has been tested on the following systems:
- Linux: Ubuntu 16.04
- macOS: Mojave (10.14.1)
- Windows: 10
This package is written for Python3. Currently, it is supported for Python 3.6 and 3.7.
progressive-learning mainly depends on the Python scientific stack.
keras
tensorflow
numpy
scikit-learn
joblib
git clone https://github.com/neurodata/progressive-learning.git
cd progressive-learning
python3 setup.py install
We welcome contributions from anyone. Please see our contribution guidelines before making a pull request. Our issues page is full of places we could use help! If you have an idea for an improvement not listed there, please make an issue first so you can discuss with the developers.
This project is covered under the Apache 2.0 License.
We appreciate detailed bug reports and feature requests (though we appreciate pull requests even more!). Please visit our issues page if you have questions or ideas.
If you find progressive-learning useful in your work, please cite the package via the progressive-learning paper
Vogelstein JT, Helm HS, Mehta RD, Dey J, Yang W, Tower B, LeVine W, Larson J, White C, Priebe CE. A general approach to progressive learning. arXiv preprint arXiv:2004.12908. 2020 Apr 27.