Eve: Making Learning Interesting

Eve is an open-source deep learning framework used to devise various architectures in a more flexible and interesting way.

We provide a jupyter notebook to show the basic usage and the advanced features of Eve in ./examples.

Any contributions to Eve is welcome!

Installation

Install from PyPI:

pip install eve-ml

Developers can download and install the latest version from GitHub:

git clone https://github.com/densechen/eve.git
cd eve
python setup.py install

About the project

This project is mainly based on PyTorch and stable-baselines3. eve.Cores.Eve succeeds torch.nn.Module and keeps all the features of latter. We design a Trainer to maintain training process and further wrapper it as a gym.envs to play with reinforcement learning.

The documentation of Eve can be found here.

About the authors

Dengsheng Chen Master @ National University of Defense Technology densechen@foxmail.com

The project remains in development. We encourage more volunteers to come together, and make learning more interesting!