Eisen is a software package to enable simple and quick development and experimentation with deep learning models. It is designed for applications in healthcare.
Eisen provides a complete set of building blocks and everything in between:
Installing Eisen is extremely simple.
pip3 install --upgrade eisen
Eisen implements an opinionated API that builds directly on PyTorch. The goal of Eisen is to be:
Extremely simple to use
Extremely easy to understand
Similar to other packages in the PyTorch echosystem
Easy to contribute to
We have subdivided eisen in several sub-packages:
Eisen meta-package (installs everything) pip3 install eisen
Eisen core pip3 install eisen-core
Eisen CLI pip3 install eisen-cli
You can also obtain Eisen as a Docker image which can be downloaded from dockerhub (TBA)
Eisen core modules are summarized in the figure below:
Building with Eisen is simple. A typical project follows the architecture summarized in the figure below: