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  1. Diffusion-Probabilistic-Models Diffusion-Probabilistic-Models Public

    Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics

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  2. fractal fractal Public

    The boundary of neural network trainability is fractal

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  3. Sum-of-Functions-Optimizer Sum-of-Functions-Optimizer Public

    Implements SFO minibatch optimizer in Python and MATLAB, and reproduces figures from paper.

    Python 127 36

  4. Minimum-Probability-Flow-Learning Minimum-Probability-Flow-Learning Public

    Matlab code implementing Minimum Probability Flow Learning.

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  5. LAHMC LAHMC Public

    Look Ahead Hamiltonian Monte Carlo

    MATLAB 30 12

  6. Hamiltonian-Annealed-Importance-Sampling Hamiltonian-Annealed-Importance-Sampling Public

    Matlab code implementing Hamiltonian Annealed Importance Sampling for importance weight, partition function, and log likelihood estimation for models with continuous state spaces

    MATLAB 25 12