Jeffrey-Ede

datasets

Visualization of electron microscopy datasets with deep learning

Electron-Micrograph-Denoiser

Deep neural network for low-dose electron micrograph denoising

partial-STEM

Partial scanning transmission electron microscopy with deep learning

One-Shot

TEM phase recovery with deep learning

adaptive-scans

Adaptive partial scanning transmission electron electron microscopy with deep reinforcement learning

Atomic-Force-Microscopy

Programmes controlling aspects of an atomic force microscope

Adaptive-Partial-STEM

Adaptive partial scanning transmission electron electron microscopy with reinforcement learning

ALRC

Learning stabilization with adaptive learning rate clipping

Denoising-Kernels-MLPs-Autoencoders

Denoising kernels, multilayer perceptrons and autoencoders for electron microscopy

DLSS-STEM

Deep learning supersampling for scanning transmission electron microscopy

AI-CV-Automation-Elect-Micr

Applications of deep learning, computer vision and automation to the electron microscopy of nanomaterials

Beanland-Atlas

Automation of Dr Richard Beanland's Ultra-High Resolution Atlas Technique

cif-parsers

PDBx/mmCIF parsers implemented in Python & JavaScript, available under the MIT license.

clTEM

OpenCL accelerated multislice simulation for electron microscopy. Fork of https://github.com/ADyson/clTEM with new front end and improved back end.

Electron-Microscopy

Example-Tensorflow

Example training with TensorFlow

FPGA

Red Pitaya FPGA programming

gradient-checkpointing

Make huge neural nets fit in memory

Lock-In-Amplifier-Characterisation

Programs designed to analyse lock-in amplifier characterisation data.

Machine-Learning

Application of Machine Learning to Electron Microscopy

matlab

MATLAB Tools - Various useful functions we've put together for convenience

Miscellaneous

Miscellaneous code

models

Models and examples built with TensorFlow

nfft

Lightweight non-uniform Fast Fourier Transform in Python

NN

pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

RelativisticGAN

Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"

simple-webserver

Experimenting with webservers for neural network serving

tensorflow

An Open Source Machine Learning Framework for Everyone

TensorFlow-Xception

TensorFlow implementation of the Xception Model by François Chollet