Yang Song (@yang-song)
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Top repositories

1

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Jupyter Notebook
1,468
star
2

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Jupyter Notebook
1,054
star
3

score_inverse_problems

Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"
Python
211
star
4

score_flow

Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)
Python
96
star
5

APDLM

Training Deep Neural Networks via Direct Loss Minimization
C
13
star
6

MLQuickNotes

Machine Learning Quick Notes
TeX
6
star
7

GASR

C++ version for Bayesian matrix completion, 5-20 times faster
C++
3
star