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andrewwango's Projects

aws-custom-calls icon aws-custom-calls

An AWS serverless AI services pipeline for analysing call center calls, with custom analytics built around AWS Transcribe and AWS Comprehend and insights published on AWS Quicksight.

brickpi icon brickpi

The BrickPi Project Combining the Raspberry Pi and LEGO MINDSTORMS

deepinv icon deepinv

PyTorch library for solving imaging inverse problems using deep learning

femda icon femda

FEMDA: Robust classification with Flexible Discriminant Analysis in heterogeneous data. Flexible EM-Inspired Discriminant Analysis is a robust supervised classification algorithm that performs well in noisy and contaminated datasets.

gm1_g3 icon gm1_g3

A solution for nutrition and hydration monitoring for patients in hospital care.

gpr-mcmc icon gpr-mcmc

Gaussian Process Regression (GPR) with non-Gaussian likelihoods using robust infinite-dimension Monte Carlo Markov Chain (MCMC) sampling for spatial inference problems

libcpab icon libcpab

CPAB Transformations: finite-dimensional spaces of simple, fast, and highly-expressive diffeomorphisms derived from parametric, continuously-defined, velocity fields in Numpy, Tensorflow and Pytorch

neo4j-demos icon neo4j-demos

Demonstrating and visualising graph data science and ML using neo4j and GDS with the Northwind and Cora datasets

open-set-resnet icon open-set-resnet

Open set classification of car models. This 3-step classifier solves the problem where dogs are classified as cars, by first filtering these images out using ResNet CNNs transfer-trained on different datasets.

prow-map icon prow-map

Comparing public rights of way (PRoW) with public recorded GPS activity data to support campaigns reclaiming public rights of way using Python geospatial libraries.

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