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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

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simple implementations from scratch for learning

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