Yang Song

score_sde_pytorch. PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

score_sde. Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

score_inverse_problems. Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"

score_flow. Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)

APDLM. Training Deep Neural Networks via Direct Loss Minimization

yang-song.github.io. Personal website

MLQuickNotes. Machine Learning Quick Notes

GASR. C++ version for Bayesian matrix completion, 5-20 times faster

pytorch-flows-plus. PyTorch implementations of normalizing flow modules

dm-haiku. JAX-based neural network library

jax. Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

YouCompleteMe. A code-completion engine for Vim

google-research. Google Research

pulse. PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

flowplusplus. Implementation of Flow++ in PyTorch

lucid. A collection of infrastructure and tools for research in neural network interpretability.

LanczosNetwork. Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

pytorch-fid. A Port of Fréchet Inception Distance (FID score) to PyTorch

academicpages.github.io. Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

spectral-stein-grad. Code for "A Spectral Approach to Gradient Estimation for Implicit Distributions"

vimrc. The ultimate Vim configuration: vimrc