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mfinzi committed Feb 24, 2021
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# A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups

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**[Documentation]()** | **[Paper]()**
**[Documentation](https://emlp.readthedocs.io/en/latest/)** | **[Paper]()**


*EMLP* is a jax library for the automated construction of equivariant layers in deep learning.

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<!-- The library is structured into four subpackages with different high-level features:
| Component | Description |
| ---------------------------------------------------------------------------| ---------------------------------------------------------------- |
| [**e2cnn.group**](https://github.com/QUVA-Lab/e2cnn/blob/master/group/) | implements basic concepts of *group* and *representation* theory |
| [**e2cnn.kernels**](https://github.com/QUVA-Lab/e2cnn/blob/master/kernels/) | solves for spaces of equivariant convolution kernels |
| [**e2cnn.gspaces**](https://github.com/QUVA-Lab/e2cnn/blob/master/gspaces/) | defines the image plane and its symmetries |
| [**e2cnn.nn**](https://github.com/QUVA-Lab/e2cnn/blob/master/nn/) | contains equivariant modules to build deep neural networks |
------------------------------------------------------------------------------------------------------------------------------------------------- -->

# Installation instructions

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