Sohl-Dickstein

Diffusion-Probabilistic-Models

Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics

fractal

The boundary of neural network trainability is fractal

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.

guided-evolutionary-strategies

Guided Evolutionary Strategies

jax

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

NL-Augmenter

NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations

learned_optimization

Adv360-Pro-ZMK

Production repository for the all-new Advantage360 Professional using ZMK engine