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Michael Xu's Projects

art-dcgan icon art-dcgan

Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.

bap icon bap

Bayesian Analysis with Python (Second Edition)

datasets icon datasets

Visualization of electron microscopy datasets with deep learning

fold_slice icon fold_slice

Electron/X-ray ptychography and tomography/laminography

hyde icon hyde

A brazen two-column theme for Jekyll.

instamatic icon instamatic

Python program for automated electron diffraction data collection

iprpy icon iprpy

NIST Interatomic Potential Repository property calculation tools

otis icon otis

Order Through Informed Swapping

partial-stem icon partial-stem

Partial scanning transmission electron microscopy with deep learning

poole icon poole

The Jekyll Butler. A no frills responsive Jekyll blog theme.

prysm icon prysm

physical optics: integrated modeling, phase retrieval, segmented systems, polynomials and fitting, sequential raytracing...

pyebsd icon pyebsd

python library for post-processing of Electron Backscattered Diffraction (EBSD) data

rl-adventure-2 icon rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

scikit-ued icon scikit-ued

Collection of algorithms and routines for (ultrafast) electron diffraction and scattering

stemalign icon stemalign

Automatic STEM alignment with Bayesian optimization

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