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Michael Albergo's Projects

2015 icon 2015

Public material for CS109

2015lab4 icon 2015lab4

Lab for Linear and Logistic Regression, SciKit Learn

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

former icon former

Simple transformer implementation from scratch in pytorch.

geant4 icon geant4

Geant4 source code (http://www.geant4.org/) from a source tarball.

generativemodeltutorials icon generativemodeltutorials

A tutorial space for some recent generative models. To be updated continuously for the KITP Machine Learning for Quantum Many Body Physics

harlemcmc-shake icon harlemcmc-shake

Code to produce demos of Metroplis-Hastings and Hamiltonian Monte Carlo samplers.

stabilizing_gans icon stabilizing_gans

Code for the NIPS17 paper "Stabilizing Training of Generative Adversarial Networks through Regularization"

torch icon torch

TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch

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