This repository contains my implementations of various foundational and advanced research papers.
The repository is organized by topic. Each directory contains:
- Python implementations of the models or algorithms
- A dedicated
<PROJECTNAME>.mdfor additional information.
| Model Name | Link | Blog | Paper Link |
|---|---|---|---|
| Encoder-Decoder Transformer | Transformer | NA | https://arxiv.org/pdf/1706.03762 |
| VAE | VAE | coming soon | https://arxiv.org/pdf/1312.6114 |
| LoRA | LoRA | coming soon | https://arxiv.org/pdf/2106.09685 |
| PeFT Linear Adapters | PeFT Linear Adapters | coming soon | NA |
| UNET | UNET | coming soon | https://arxiv.org/pdf/1505.04597 |
| RESNET | RESNET | coming soon | https://arxiv.org/pdf/1512.03385 |
| VGG Net | VGG Net | NA | https://arxiv.org/pdf/1409.1556 |