Discover @Sohl-Dickstein Open Source projects

Jascha Sohl-Dickstein (@Sohl-Dickstein)

Sohl-Dickstein

Stars
798
Global Rank 37,974 (Top 2 %)
Followers 350
Following 3
Registered almost 14 years ago
Most used languages

Python
42.9 %

MATLAB
42.9 %

Jupyter Notebook
14.3 %
Location 🇺🇸 United States
Country Total Rank 12,933
Country Ranking

MATLAB
140

Jupyter Notebook
1,207

Python
2,534

Diffusion-Probabilistic-Models

Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics

fractal

The boundary of neural network trainability is fractal

Jupyter Notebook

Sum-of-Functions-Optimizer

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

Minimum-Probability-Flow-Learning

Matlab code implementing Minimum Probability Flow Learning.

LAHMC

Look Ahead Hamiltonian Monte Carlo

Hamiltonian-Annealed-Importance-Sampling

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

DrBrainlove

Code for regenerating and manipulating label stickers for Dr. Brainlove art car and science outreach project.