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Eisen Documentation

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:

components

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:

modules

Building with Eisen is simple. A typical project follows the architecture summarized in the figure below:

workflow

Indices and tables

Docs

Access comprehensive developer documentation for Eisen

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Tutorials

Get in-depth tutorials for beginners and advanced developers

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Resources

Find development resources and get your questions answered

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