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adversarial-autoencoder

Chainer implementation of adversarial autoencoder (AAE)

ai4er-induction

Material for the Induction week for the AI4ER CDT at the University of Cambridge

analyzr

An application to measure the shape of resin mounted zircons, from reflected and transmitted light images.

crystalslice

Slicing numerical model for cuboids and crystal slicing.

datasci

Modelling and machine learning: the foundations of data science

deepnn

Deep Neural Networks Module

eds2chem

edsr_tensorflow

TensorFlow implementation of 'Enhanced Deep Residual Networks for Single Image Super-Resolution'.

fsrcnn_tensorflow

Tensorflow implementation of 'Accelerating the Super-Resolution Convolutional Neural Network'.

gpyeds

Python toolbox for the analysis of EDS (or other hyperspectral) data sets using GPs and neural networks autoencoders.

mc3

Python MCMC Sampler

mindet

Mineral Detection toolbox in Python using Deep Learning based instance segmentation.

ml_prague

Repo for google colab code

mlprague2024_llmsfinetune

materials for Finetuning Open-Source LLMs to small languages workshop

n2v

This is the implementation of Noise2Void training.

partiii_project

Scripts associated with the Part III project "Elemental effects on the formation of Secondary Reaction Zones in coated superalloys. Work done by Norbert Toth and Prof Catherine Rae at Cambridge University, MSM, Rolls-Royce UTC.

pn2v

This is our implementation of Probabilistic Noise2Void

qemscan_mapping

quantitative_chemicalmapping

rcnn

implementations of Recurrent Convolutional Neural Network for object recognition

summer_2020

Machine Learning and Image segmentation for EDS analysis in Cambridge ES.

thesis

A LaTeX document class that conforms to the Computer Laboratory's PhD thesis formatting guidelines.