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Merge pull request #3 from MurrellGroup/ugh
Readme update
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README.md

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# Flowfusion.jl
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![Image](https://github.com/user-attachments/assets/f2754ba5-b798-4db9-8ce6-a0324b89a534)
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[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://MurrellGroup.github.io/Flowfusion.jl/stable/)
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[![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://MurrellGroup.github.io/Flowfusion.jl/dev/)
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[![Build Status](https://github.com/MurrellGroup/Flowfusion.jl/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/MurrellGroup/Flowfusion.jl/actions/workflows/CI.yml?query=branch%3Amain)
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[![Coverage](https://codecov.io/gh/MurrellGroup/Flowfusion.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/MurrellGroup/Flowfusion.jl)
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![Image](https://github.com/user-attachments/assets/f2754ba5-b798-4db9-8ce6-a0324b89a534)
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Flowfusion.jl is a Julia package for training and sampling from diffusion and flow matching models (and some things in between), across continuous, discrete, and manifold spaces, all in a single unified framework and interface.
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The animated shows samples from a model trained to steer a coupled 2D Brownian bridge diffusion in space, with an angular diffusion in hue. The hue endpoints are antipodal, and you can see both paths, in opposite angular directions, are sampled.
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## Features
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- Controllable noise (or fully deterministic for flow matching)

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