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Michael Pearce (scrambledpie)

scrambledpie

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Company:Zenith AI

Location:Belfast, UK

Home Page:https://bayesianblog.com/

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Michael Pearce's repositories

GPVAE

Train and visualise a latent variable model of moving objects.

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CRN

Bayesian Otpimisation allowing for Common Random Numbers

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Drawing-Mnist-and-Cifarizing-image-files

A few simple notebooks for playing with neural networks in Keras. One for drawing MNIST numbers, one for parsing pictures to Cifar10 style.

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InputUncertainty

Code for the results produced in the paper submitted to the Winter sImulation Conference 2017

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KG-CRN

Blog: Bayesian Otpimisation allowing Common Random Numbers

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2DMultiTaskGPSampler

A python script that samples random functions from a 2D squared exponential kernel. However functions can be generated in pairs with a specified correlation between the functions.

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BOCS

Bayesian Optimization of Combinatorial Structures

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Conditional-Multi-Task-BayesOpt

Toy code for reproducing experiments from the paper "Continuous Multi-Task Bayesian Optimization with Correlation"

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GPdemo

A demo of Gaussian Process regression I use for presentations

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hochanh.github.io

Homepage

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mo_pro

Multi objective protein engineering

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scrambledpie

Config files for my GitHub profile.

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scrambledpie.github.io

Personal Website

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