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NEVER Give Up!!!
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NEVER Give Up!!!
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  1. FaceWGAN-GP FaceWGAN-GP Public

    Wasserstein GAN with Gradient Penalty implemented in PyTorch.

    Python 20

  2. GBPET GBPET Public

    GPT-style language model with Byte Pair Encoding tokenizer, built from scratch in PyTorch.

    Python 10

  3. FloVAE FloVAE Public

    From-scratch VAE with VGG perceptual loss for Oxford 102 flower image synthesis and reconstruction

    Python 6

  4. DotDoRAG DotDoRAG Public

    LoRA fine-tuning of bi-encoder retrievers with hard negatives and cross-encoder distillation, evaluated on NFCorpus.

    Python 2

  5. YOLOv1-PyTorch YOLOv1-PyTorch Public

    Comprehensive guide to YOLOv1 using PyTorch, built from Scratch

    Jupyter Notebook 8

  6. Word2Vec Word2Vec Public

    From-scratch Word2Vec (skip-gram with negative sampling) fully implemented in PyTorch

    Python 5 1