Repositories list

• hsma_site

  Public
  Website for the Health Service Modelling Associates (HSMA) programme, built in Quarto and hosted on GitHub pages. Find all of our data science and operational r…

  HTML

  •1•2•25•0•Updated Jan 29, 2026Jan 29, 2026

• hsma6_des_book

  Public
  A book summarising the content of the DES module in the HSMA programme and covering additional concepts that wouldn't fit in the course

  learn-to-codesimpydiscrete-event-simulation

  HTML

  •

  Other

  •4•9•52•0•Updated Jan 15, 2026Jan 15, 2026

• decision_intelligence_atlas

  Public
  Directory of open-source tools, packages, and projects for analytics and decision science in healthcare.

  pythonrjulia+ 4healthcarepowerbihealthcare-analysishealthcare-modeling

  JavaScript

  •

  Other

  •1•3•162•0•Updated Dec 11, 2025Dec 11, 2025

• .github

  Public
  0•0•0•0•Updated Oct 1, 2025Oct 1, 2025

• simpy_visualisation

  Public
  Code for visualising discrete event simulations in python, along with several healthcare-focussed example DES models in simpy. stliteversion: https://hsma-progr…

  visualizationplotlysimpy+ 1discrete-event-simulation

  Python

  •

  MIT License

  •5•17•5•0•Updated Sep 1, 2025Sep 1, 2025

• lambda_des_workshop_slides

  Public
  Slides to accompany the second part of the HSMA lambda trial workshop

  Python

  •

  Other

  •0•0•0•0•Updated Jul 15, 2025Jul 15, 2025

• hsma_quarto_slide_template

  Public template
  JavaScript

  •

  Other

  •0•0•0•0•Updated Jun 25, 2025Jun 25, 2025

• lambda_des_playground

  Public
  Python

  •

  MIT License

  •0•0•2•0•Updated Jun 23, 2025Jun 23, 2025

• streamlit_book

  Public
  An interactive ebook summarising the content of the Streamlit module in the HSMA programme and covering additional concepts that wouldn't fit in the course

  HTML

  •6•0•29•0•Updated May 13, 2025May 13, 2025

• h6_april_2025_forum_presentation

  Public
  SCSS

  •0•0•0•0•Updated Apr 29, 2025Apr 29, 2025

• hsma6_geographic_optimisation_and_visualisation_book

  Public
  A book summarising the content of the geographic optimization and visualision module in the HSMA programme

  Jupyter Notebook

  •

  Other

  •1•3•5•0•Updated Mar 26, 2025Mar 26, 2025

• h6_march_2025_forum_presentation

  Public
  Covering advanced github features, new streamlit updates, and more

  SCSS

  •1•0•0•0•Updated Mar 19, 2025Mar 19, 2025

• hsma6_intro_to_python_book

  Public
  An ebook covering programming in Python - can be used as a standalone course or as a reference guide for those who are learning python

  pythonpython3learn-to-code+ 1beginner

  HTML

  •0•0•2•0•Updated Feb 27, 2025Feb 27, 2025

• hsma6_assessment

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Feb 5, 2025Feb 5, 2025

• Teaching_DES_Concepts_Streamlit

  Public
  A streamlit app (running from github pages using the stlite package) for teaching concepts of discrete event simulation, including animated entity flow plots cr…

  plotlyhealthcaresimpy+ 4discrete-event-simulationemergency-departmentstreamlitstlite

  Python

  •

  MIT License

  •5•13•17•0•Updated Jan 30, 2025Jan 30, 2025

• hsma6_assessment_WEB

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Jan 27, 2025Jan 27, 2025

• h6_3b_advanced_qgis_mapping_python

  Public
  mapsgeospatialqgis+ 4matplotlibfoliumchoroplethgeopandas

  Jupyter Notebook

  •

  Other

  •2•0•11•0•Updated Jan 27, 2025Jan 27, 2025

• h6_module4_notebooks

  Public
  Collection in eBook format of notebooks from HSMA Module 4 (Machine Learning)

  Jupyter Notebook

  •

  Other

  •0•0•0•0•Updated Jan 22, 2025Jan 22, 2025

• ReinforcementLearningGame

  Public
  Web-based game to aid teaching of reinforcement learning concepts on the HSMA programme

  Python

  •

  Other

  •2•0•0•0•Updated Jan 22, 2025Jan 22, 2025

• h6_mock_assessment

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Dec 20, 2024Dec 20, 2024

• 8a_quarto_and_reproducible_reporting

  Public template
  Click on the link below to view instructions for checking your local Quarto install. Alternatively, use 'Use This Template --> Open in a Codespace' to open the …

  xlsxwriterquarto

  HTML

  •

  Other

  •0•0•2•0•Updated Oct 16, 2024Oct 16, 2024

• hsma_project_handbook

  Public
  {DEPRECATED - please now use www.hsma.co.uk) - Phase 2 (Project) Handbook for HSMA Programme

  HTML

  •1•2•8•0•Updated Oct 9, 2024Oct 9, 2024

• h6_7c_web_apps_2

  Public template
  Jupyter Notebook

  •

  Other

  •0•0•0•0•Updated Oct 9, 2024Oct 9, 2024

• 8b_forecasting

  Public template
  Jupyter Notebook

  •

  Other

  •0•0•0•0•Updated Oct 1, 2024Oct 1, 2024

• h6_7b_web_apps_1

  Public template
  Click on the website link to view instructions on how to check your Streamlit setup

  HTML

  •

  Other

  •2•0•0•0•Updated Sep 25, 2024Sep 25, 2024

• h6_6c_abs_part_2

  Public
  Materials for HSMA 6 Session 6C

  Python

  •

  Other

  •3•0•0•0•Updated Sep 11, 2024Sep 11, 2024

• h6_5c_sentiment_analysis

  Public
  Materials for HSMA 6 Session 5C

  Python

  •

  Other

  •2•0•1•0•Updated Aug 12, 2024Aug 12, 2024

• h6_5b_named_entity_recognition

  Public
  Materials for HSMA 6 Session 5B

  Python

  •

  Other

  •1•0•0•0•Updated Aug 7, 2024Aug 7, 2024

• h6_4j_model_optimisation

  Public
  Jupyter Notebook

  •

  Other

  •3•0•0•0•Updated Aug 6, 2024Aug 6, 2024

• h6_4g_explainable_ai

  Public
  Jupyter Notebook

  •

  Other

  •2•0•0•0•Updated Aug 2, 2024Aug 2, 2024