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README.md

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+<h3 align="center">MixMAS</h3>
+
+<p align="center">
+  An official implementation for paper: "MixMAS: A Framework for Sampling-Based Mixer Architecture Search for Multimodal Fusion and Learning"
+  <br/>
+  <br/>
+
+## Table Of Contents
+
+* [About the Project](#about-the-project)
+* [Built With](#built-with)
+* [Getting Started](#getting-started)
+    * [Prerequisites](#prerequisites)
+    * [Installation](#installation)
+* [Usage](#usage)
+
+## About The Project
+
+![MixMAS](images/mixmas.png)
+
+In this paper, we propose MixMAS, a framework for Sampling-Based Mixer Architecture Search for Multimodal Fusion and
+Learning. Our framework automatically selects the adequate MLP-based architecture for a given multimodal machine
+learning task (MML).
+
+## Built With
+
+* [Python](https://www.python.org/)
+* [PyTorch](https://pytorch.org/)
+* [PyTorch-Lightning](https://www.pytorchlightning.ai/index.html)
+
+## Getting Started
+
+### Prerequisites
+
+python 3.11 or higher
+
+### Installation
+
+```bash
+pip install -r requirements.txt
+```
+
+## Usage
+
+```bash
+python run.py
+```
+
+
+