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tonyduan/README.md

I'm currently at Tesla. I'm interested in probabilistic machine learning and computer vision.

Pinned

  1. diffusion diffusion Public

    From-scratch diffusion model implemented in PyTorch.

    Python 52 8

  2. normalizing-flows normalizing-flows Public

    Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.

    Python 263 39

  3. matrix-completion matrix-completion Public

    Lightweight Python library for in-memory matrix completion.

    Python 99 26

  4. gp-lib gp-lib Public

    Lightweight Python library for (sparse) GP regression.

    Python 6 1

  5. rs4a rs4a Public

    Randomized Smoothing of All Shapes and Sizes (ICML 2020).

    Jupyter Notebook 50 6

  6. stanfordmlgroup/ngboost stanfordmlgroup/ngboost Public

    Natural Gradient Boosting for Probabilistic Prediction

    Python 1.6k 219