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tfjgeorge committed Jan 6, 2021
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# NNGeometry

[![Build Status](https://travis-ci.org/tfjgeorge/nngeometry.svg?branch=master)](https://travis-ci.org/tfjgeorge/nngeometry)
[![Build Status](https://travis-ci.org/tfjgeorge/nngeometry.svg?branch=master)](https://travis-ci.org/tfjgeorge/nngeometry) [![codecov](https://codecov.io/gh/tfjgeorge/nngeometry/branch/master/graph/badge.svg)](https://codecov.io/gh/tfjgeorge/nngeometry)

NNGeometry allows you to:
- compute **Fisher Information Matrices** (FIM) or derivates, using efficient approximatins such as low-rank matrices, KFAC, diagonal and so on
- compute finite **Neural Tangent Kernels**, even for multiple output functions
- easily and efficiently compute linear algebra operations involving these matrices **regardless of their approximation**
- compute **Fisher Information Matrices** (FIM) or derivates, using efficient approximations such as low-rank matrices, KFAC, diagonal and so on.
- compute finite **Neural Tangent Kernels**, even for multiple output functions.
- easily and efficiently compute linear algebra operations involving these matrices **regardless of their approximation**.

## Example

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