andrewwango's Projects
IoT Waste Management project for 2020 Hack Cambridge
Welcome to my GitHub!
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.
How to train a custom NLP classifier with AWS Comprehend?
Demos for various ways of deploying ML models to Azure cloud
The BrickPi Project Combining the Raspberry Pi and LEGO MINDSTORMS
PyTorch library for solving imaging inverse problems using deep learning
Template for deep learning experiments using the DeepInverse library
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.
FizzBuzz Kotlin Training
Python helpers to quickly preprocess large corpora for gensim word2vec training
A solution for nutrition and hydration monitoring for patients in hospital care.
An intelligent search bar to improve accessibility on GOV.UK/NHS.UK pages using OpenAI
Gaussian Process Regression (GPR) with non-Gaussian likelihoods using robust infinite-dimension Monte Carlo Markov Chain (MCMC) sampling for spatial inference problems
Repo hosting blog "How to find places along a GPX route in Python using Overpass API and Google Maps Places API"
CPAB Transformations: finite-dimensional spaces of simple, fast, and highly-expressive diffeomorphisms derived from parametric, continuously-defined, velocity fields in Numpy, Tensorflow and Pytorch
Demonstrating and visualising graph data science and ML using neo4j and GDS with the Northwind and Cora datasets
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.
Repository for Perspective-Equivariant Imaging: Unsupervised Framework for Multispectral Pansharpening
Comparing public rights of way (PRoW) with public recorded GPS activity data to support campaigns reclaiming public rights of way using Python geospatial libraries.