Popular repositories

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

   Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics

   Python 406 66

2. fractal fractal Public

   The boundary of neural network trainability is fractal

   Jupyter Notebook 148 16

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

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

   Python 126 36

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

   Matlab code implementing Minimum Probability Flow Learning.

   MATLAB 67 15

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 23 12