My simple implementations of famous papers from scratch for learning purposes,
| Model | Application | Paper Reference | Repository |
|---|---|---|---|
| RNN | Text Completion | Elman (1990) | View Code |
| Transformer | Text Translation | Vaswani et al. (2017) | View Code |
| ViT | CIFAR10 Classification | Dosovitskiy et al. (2020) | View Code |
| VAE | MNIST Image Generation | Kingma & Welling (2013) | View Code |
| BPE | Simple BPE | Radford et al. (2018) | View Code |
| DDPM | Simple DDPM (Denoising Diffusion Probabilistic Model) | Ho et al. (2020) | View Code |
| GPT | Simple GPT for spam clasification | Radford et al. (2018) | View Code |