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donglinkang2021/README.md

👋 Hi! I'm Linkang Dong(董林康)

Undergraduate from Beijing Institute of Technology, major in CS, ⏱️ 2021/08 ~ Now.

  • 🤗 I’m interested in RL4LLM and Embodied AI currently.
  • 🚀 I love simple, general and minimal->deep models, learning on large dataset, and building interesting APP.
  • 🌱 I’m currently reading Ilya-30u30 list.
  • ✨ Hobbies: 🏀 🏸🏓 🏐 🏊‍♂️🥏🏋️‍♂️🎿🥋🎱🥊 🎸🎹 🎞 🎮

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  1. MinVQVAE MinVQVAE Public

    Minimal Discrete Variational Autoencoder (VQ-VAE) implementation in PyTorch, train, eval and test on Cifar10, CelebA, and ImageNet ILSVRC2012, get good result.

    Jupyter Notebook 8

  2. wandb-hydra-lightning-demo wandb-hydra-lightning-demo Public

    A simple example of how to use WandB, Hydra and PyTorch Lightning together.

    Python 2

  3. SimpleAttention SimpleAttention Public

    Use attention mechanism to apply on some simple task like regression and classification, hope to grasp some intuitions.

    Jupyter Notebook

  4. annotatedtransformer annotatedtransformer Public

    My learning record of the Annotated Transformer.

    Jupyter Notebook

  5. kmeans_torch kmeans_torch Public

    Minimal, readable, simple code for k-means algorithm in Pytorch.

    Jupyter Notebook

  6. SimpleMLP SimpleMLP Public

    Just use simple MLP to regress or classify.

    Python

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