$Sohl-Dickstein/fractal$ Sohl-Dickstein/fractal

Stars
144
Rank 255,590 (Top 6 %)
Language
Jupyter Notebook
License
MIT License
Created 10 months ago
Updated 10 months ago

$Sohl-Dickstein/fractal$

Sohl-Dickstein

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

The boundary of neural network trainability is fractal

Diffusion-Probabilistic-Models

Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics

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.