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| # Automated Deep Learning (AutoDL) | # Automated Deep Learning (AutoDL) | ||||||
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| --------- | --------- | ||||||
| [](LICENSE.md) | [](LICENSE.md) | ||||||
|  |  | ||||||
| Automated Deep Learning (AutoDL-Projects) is an open source, lightweight, but useful project for researchers. | Automated Deep Learning (AutoDL-Projects) is an open source, lightweight, but useful project for researchers. | ||||||
| This project implemented several neural architecture search (NAS) and hyper-parameter optimization (HPO) algorithms. | This project implemented several neural architecture search (NAS) and hyper-parameter optimization (HPO) algorithms. | ||||||
|  |  | ||||||
| ## **Who should consider using AutoDL-Projects** | **Who should consider using AutoDL-Projects** | ||||||
|  |  | ||||||
| - Beginners who want to **try different AutoDL algorithms** | - Beginners who want to **try different AutoDL algorithms** | ||||||
| - Engineers who want to **try AutoDL** to investigate whether AutoDL works on your projects | - Engineers who want to **try AutoDL** to investigate whether AutoDL works on your projects | ||||||
| - Researchers who want to **easily** implement and experiement **new** AutoDL algorithms. | - Researchers who want to **easily** implement and experiement **new** AutoDL algorithms. | ||||||
|  |  | ||||||
| ## **Why should we use AutoDL-Projects** | **Why should we use AutoDL-Projects** | ||||||
| - Simple library dependencies | - Simple library dependencies | ||||||
| - All algorithms are in the same codebase | - All algorithms are in the same codebase | ||||||
| - Active maintenance | - Active maintenance | ||||||
| @@ -40,7 +39,7 @@ At the moment, this project provides the following algorithms and scripts to run | |||||||
|     <tr> <!-- (2-nd row) --> |     <tr> <!-- (2-nd row) --> | ||||||
|     <td align="center" valign="middle"> DARTS </td> |     <td align="center" valign="middle"> DARTS </td> | ||||||
|     <td align="center" valign="middle"> DARTS: Differentiable Architecture Search </td> |     <td align="center" valign="middle"> DARTS: Differentiable Architecture Search </td> | ||||||
|     <td align="center" valign="middle"> <a href="https://github.com/D-X-Y/AutoDL-Projects/tree/master/docs/NAS-Bench-201.md">CVPR-2019-GDAS.md</a> </td> |     <td align="center" valign="middle"> <a href="https://github.com/D-X-Y/AutoDL-Projects/tree/master/docs/NAS-Bench-201.md">NAS-Bench-201.md</a> </td> | ||||||
|     </tr> |     </tr> | ||||||
|     <tr> <!-- (3-nd row) --> |     <tr> <!-- (3-nd row) --> | ||||||
|     <td align="center" valign="middle"> GDAS </td> |     <td align="center" valign="middle"> GDAS </td> | ||||||
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