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Quantum-Machine-Learning-on-Near-Term-Quantum-Devices

★ 115 Open GitHub ↗

List of some personal QML Projects

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# Quantum Machine Learning on Near Term Quantum Devices

Here's a list of some Quantum Machine learning projects , I did either for learning purpose, or teaching or as a work for my Master's Degree.

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# Contents

<table class="tg">
 <tr>
 <th class="tg-yw4l">Sr. No</th>
 <th class="tg-yw4l">Title</th>
 <th class="tg-yw4l">Description</th>
 <th class="tg-yw4l">Code</th>
 <th class="tg-yw4l">Medium</th>
 </tr>
 
 <tr>
 <td class="tg-yw4l">1.</td>
 <td class="tg-yw4l">Galaxy Detection using Quantum Machine Learning </td>
 <td class="tg-yw4l">Developing galaxy detection technique from the telescope image via QML.</td>
 <td class="tg-yw4l"><a href="https://github.com/MonitSharma/Quantum-Machine-Learning-Projects/tree/main/Galaxy%20Detection%20using%20Quantum%20Machine%20Learning">
 <img src="https://img.shields.io/badge/github-%23121011.svg?style=for-the-badge&logo=github&logoColor=white" width = '' >
</a></td>
<td class="tg-yw4l"><a href="https://github.com/MonitSharma/Quantum-Machine-Learning-Projects/tree/main/Galaxy%20Detection%20using%20Quantum%20Machine%20Learning">
 <img src="https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white" width = '' >
</a></td>
 
 </tr>
 
 <tr>
 <td class="tg-yw4l">2.</td>
 <td class="tg-yw4l">Quantum Classification with Data Re-Uploading</td>
 <td class="tg-yw4l">Quantum Convolutional Neural Network with Data Re-Uploading Technique</td>
 <td class="tg-yw4l"><a href="https://github.com/MonitSharma/Quantum-Machine-Learning-Projects/tree/main/Quantum%20Convolutinal%20with%20Data%20Re-Uploadation">
 <img src="https://img.shields.io/badge/github-%23121011.svg?style=for-the-badge&logo=github&logoColor=white" width = '' >
</a></td>
 <td class="tg-yw4l"><a href="https://github.com/MonitSharma/Quantum-Machine-Learning-Projects/tree/main/Galaxy%20Detection%20using%20Quantum%20Machine%20Learning">
 <img src="https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white" width = '' >
</a></td>
 </tr>
 
 <tr>
 <td class="tg-yw4l">3.</td>
 <td class="tg-yw4l">Quantum Support Vector Machine</td>
 <td class="tg-yw4l">Quantum Support Vector Machine model on High Energy Physics data</td>
 <td class="tg-yw4l"><a href="https://github.com/MonitSharma/Quantum-Machine-Learning-Projects/tree/main/Quantum%20Support%20Vector%20Machine%20on%20QCD">
 <img src="https://img.shields.io/badge/github-%23121011.svg?style=for-the-badge&logo=github&logoColor=white" width = '' >
</a></td>
 <td class="tg-yw4l"><a href="https://github.com/MonitSharma/Quantum-Machine-Learning-Projects/tree/main/Galaxy%20Detection%20using%20Quantum%20Machine%20Learning">
 <img src="https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white" width = '' >
</a></td>
 </tr>

<tr>
 <td class="tg-yw4l">3.</td>
 <td class="tg-yw4l">Quantum CNN for Disease Detection</td>
 <td class="tg-yw4l">Quantum Convolutional Neural Network for Pneumonia Detection</td>
 <td class="tg-yw4l"><a href="https://github.com/MonitSharma/Quantum-Machine-Learning-Projects/tree/main/Quantum%20Support%20Vector%20Machine%20on%20QCD">
 <img src="https://img.shields.io/badge/github-%23121011.svg?style=for-the-badge&logo=github&logoColor=white" width = '' >
</a></td>
 <td class="tg-yw4l"><a href="https://github.com/MonitSharma/Quantum-Machine-Learning-Projects/tree/main/Galaxy%20Detection%20using%20Quantum%20Machine%20Learning">
 <img src="https://img.shields.io/badge/Medium-12100E?style=for-the-badge&logo=medium&logoColor=white" width = '' >
</a></td>
 </tr>

</table>

Quantum-Machine-Learning-on-Near-Term-Quantum-Devices

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