pauldcarroll Goto Github PK

ae_attendances_modelling

This repository contains the raw data and a python notebook to ingest historical A&E attendance data and then use a simple Prophet model to predict the number of A&E attendances in England if the COVID-19 pandemic had not happened. The predicted A&E attendance values from (2020-01 to 2021-12) are then compared to the actual data to quantify the impact of the pandemic on A&E attendances.

aif_allocation_tool

This project is a tool built in Python to assist Integrated Care Boards (ICBs) to perform need based allocation based on defined place. It uses the most recently produced GP Registered Practice Populations as well as the weighted populations calculated from the Allocation model for each of its components.

analyticsunit-template

Template for analytical and intern open projects

antibiotic_cost

Plotly chart and folium map visualizing the prescribing cost of the antibiotics Amoxicillin, Doxycycline Hyclate and Caefalexin for Clinical Commissioning Groups (CCGs).

ascof-r-model

R model of Adult social care outcomes framework

brazilnuts

commercial-data-healthcare-predictions

Investigation of the value of commercial sales data on respiratory death predictions using Model Class Reliance

ed-demand-capacity-web

[Pre-Alpha] Web-based version of the NHS England & Improvement Demand and Capacity team's emergency department model. WEBSITE CURRENTLY INACTIVE!

fetch-boundaries

NHS organisation shapefile boundary fetching script for the DataLab OpenPrescribing platform

flask-ml-azure-serverless-1

Udacity Cloud DevOps using Microsoft Azure Nanodegree Program - Exercise: Set Up Azure Pipelines for Continuous Delivery

forecasting

A repo of different forecasting methods appropriate for different situations

gp_mapping

Plotly chart and folium map visualizing the number of patients registered at individual GP practices in the London Commissioning Region (Y56).

ml-ops

MLOps examples

multiplier

nature-of-crime-python

opensafelygp

patient-flow-simulator

Manage a simulated hospital to understand patient flow bottlenecks

pipelines-java

Sample Java application referred to by Azure Pipelines documentation

processmining

A repo on Process Mining with EMAS

python-cookie

Cookiecutter template for basic Python package.

simpleflaskui

streamlit-geospatial

A multi-page streamlit app for geospatial

streamlit-geotemplate

Streamlit - Geospatial Template

synthvae

Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics

uk-postcodes

A CSV database of UK postal out codes relating them to general co-ordinates, towns, counties and countries.