HSMA
GitHub Organisation for the NIHR PenARC Health Service Modelling Associates (HSMA) Programme
United Kingdom
Pinned Repositories
1a_intro_or_data_science
3a_introduction_to_discrete_event_simulation
5b_geospatial_problems
dan_invaders
Destroy the ultimate menace - Dan - in this reimagining of the 1978 Taito arcade classic...
h6_1a_welcome_to_hsma
Materials for HSMA 6 Session 1A
hsma6_des_book
A book summarising the content of the DES module in the HSMA programme and covering additional concepts that wouldn't fit in the course **Work In Progress**
hsma6_geographic_optimisation_and_visualisation_book
A book summarising the content of the geographic optimization and visualision module in the HSMA programme **Work In Progress**
hsma6_intro_to_python_book
An ebook covering programming in Python - can be used as a standalone course or as a reference guide for those who are learning python
simpy_visualisation
Code for visualising discrete event simulations in python, along with several healthcare-focussed example DES models in simpy
Teaching_DES_Concepts_Streamlit
A streamlit app (running from github pages using the stlite package) for teaching concepts of discrete event simulation, including animated entity flow plots created in Plotly. IMPORTANT NOTE: Works in Chrome, Edge or Safari - not Firefox.
HSMA's Repositories
hsma-programme/hsma6_geographic_optimisation_and_visualisation_book
A book summarising the content of the geographic optimization and visualision module in the HSMA programme **Work In Progress**
hsma-programme/h6_4d_decision_trees_random_forests
hsma-programme/hsma6_des_book
A book summarising the content of the DES module in the HSMA programme and covering additional concepts that wouldn't fit in the course **Work In Progress**
hsma-programme/hsma6_intro_to_python_book
An ebook covering programming in Python - can be used as a standalone course or as a reference guide for those who are learning python
hsma-programme/.github
hsma-programme/4h_reinforcement_learning
Materials for HSMA 6 Session 4H
hsma-programme/5d_nlp_hackathon
Materials for HSMA 6 Session 5D
hsma-programme/additional_hsma_6_notebooks
Additional exercise notebooks to enable google colab access to exercises that would otherwise require Python
hsma-programme/h6_1b_intro_or_ds
Training materials for HSMA 6 Session 1B : Introduction to Operational Research and Data Science
hsma-programme/h6_1d_hello_world
Training materials for HSMA 6 Session 1D : Hello World! Introduction to the IDEs and Python Parlance
hsma-programme/h6_1e_python_part_1
Materials for HSMA 6 Session 1E
hsma-programme/h6_1f_python_part_2
Materials for HSMA 6 Session 1F
hsma-programme/h6_1g_python_part_3
Materials for HSMA 6 Session 1G
hsma-programme/h6_3a_intro_geographic_problems_and_qgis
hsma-programme/h6_3b_advanced_qgis_mapping_python
hsma-programme/h6_3c_interactive_plots_travel
hsma-programme/h6_3d_facility_location_problems
hsma-programme/h6_4b_log_reg_titanic
Materials for HSMA 6 Session 4B
hsma-programme/h6_4e_boosted_trees
hsma-programme/h6_4f_neural_networks
Materials for HSMA 6 Session 4F
hsma-programme/h6_4g_explainable_ai
hsma-programme/h6_5b_named_entity_recognition
Materials for HSMA 6 Session 5B
hsma-programme/h6_5c_sentiment_analysis
Materials for HSMA 6 Session 5C
hsma-programme/h6_6a_system_dynamics
Materials for HSMA 6 Session 6A
hsma-programme/h6_6b_abs_part_1
Materials for HSMA 6 Session 6B
hsma-programme/h6_6c_abs_part_2
Materials for HSMA 6 Session 6C
hsma-programme/h6_simpy_part_1
Materials for HSMA 6 Session 2B
hsma-programme/h6_simpy_part_2
Materials for session 2C of the HSMA Programme
hsma-programme/hsma_6_environments_non_conda
Repository holding requirements.txt files for each module of HSMA 6 (for people not able to use Anaconda and provided environment.yml files)
hsma-programme/hsma_6_revision_1