HSMA

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86 repositories

.github
Public
0•0•0•0•Updated Jan 8, 2025Jan 8, 2025
h6_mock_assessment
Public
Jupyter Notebook
•1•0•0•0•Updated Dec 20, 2024Dec 20, 2024
hsma_site
Public
EJS
•1•1•23•0•Updated Dec 18, 2024Dec 18, 2024
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-code simpy discrete-event-simulation
TeX
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Other
•2•1•53•0•Updated Dec 11, 2024Dec 11, 2024
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
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Other
•1•3•4•0•Updated Dec 6, 2024Dec 6, 2024
simpy_visualisation
Public
Code for visualising discrete event simulations in python, along with several healthcare-focussed example DES models in simpy
visualization plotly simpy discrete-event-simulation
Python
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MIT License
•5•7•3•0•Updated Dec 3, 2024Dec 3, 2024
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 created in Plotly. IMPORTANT NOTE: Works in Chrome, Edge or Safari - not Firefox.
plotly healthcare simpy discrete-event-simulation emergency-department streamlit stlite
Python
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MIT License
•5•11•14•0•Updated Nov 25, 2024Nov 25, 2024
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
python python3 learn-to-code beginner
HTML
•0•0•0•0•Updated Oct 23, 2024Oct 23, 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 examples and exercises in a browser-based version of VSCode.
xlsxwriter quarto
HTML
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Other
•0•0•2•0•Updated Oct 16, 2024Oct 16, 2024
hsma_project_handbook
Public
Phase 2 (Project) Handbook for HSMA Programme
HTML
•1•0•8•0•Updated Oct 9, 2024Oct 9, 2024
h6_7c_web_apps_2
Public template
Jupyter Notebook
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Other
•0•0•0•0•Updated Oct 9, 2024Oct 9, 2024
8b_forecasting
Public template
Jupyter Notebook
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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
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Other
•2•0•0•0•Updated Sep 25, 2024Sep 25, 2024
h6_6c_abs_part_2
Public
Materials for HSMA 6 Session 6C
Python
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Other
•3•0•0•0•Updated Sep 11, 2024Sep 11, 2024
h6_5c_sentiment_analysis
Public
Materials for HSMA 6 Session 5C
Python
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Other
•2•0•1•0•Updated Aug 12, 2024Aug 12, 2024
h6_5b_named_entity_recognition
Public
Materials for HSMA 6 Session 5B
Python
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Other
•1•0•0•0•Updated Aug 7, 2024Aug 7, 2024
h6_4j_model_optimisation
Public
Jupyter Notebook
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Other
•3•0•0•0•Updated Aug 6, 2024Aug 6, 2024
h6_4g_explainable_ai
Public
Jupyter Notebook
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Other
•2•0•0•0•Updated Aug 2, 2024Aug 2, 2024
h6_4e_boosted_trees
Public
Jupyter Notebook
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Other
•1•0•0•0•Updated Aug 2, 2024Aug 2, 2024
h6_4d_decision_trees_random_forests
Public
Jupyter Notebook
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Other
•3•1•2•0•Updated Aug 2, 2024Aug 2, 2024
h6_7a_version_control
Public
Materials for HSMA 6 Session 7A
Other
•2•0•0•0•Updated Jul 31, 2024Jul 31, 2024
h6_module4_notebooks
Public
Collection in eBook format of notebooks from HSMA Module 4 (Machine Learning)
Jupyter Notebook
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Other
•0•0•0•0•Updated Jul 31, 2024Jul 31, 2024
h6_5a_intro_to_nlp
Public
Materials for HSMA 6 Session 5A
Python
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Other
•2•0•0•0•Updated Jul 31, 2024Jul 31, 2024
h6_4i_synthetic_data
Public
Materials for HSMA 6 Session 4I
Jupyter Notebook
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Other
•2•1•0•0•Updated Jul 24, 2024Jul 24, 2024
4h_reinforcement_learning
Public
Materials for HSMA 6 Session 4H
Other
•2•0•0•0•Updated Jul 22, 2024Jul 22, 2024
h6_4f_neural_networks
Public
Materials for HSMA 6 Session 4F
Jupyter Notebook
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Other
•2•0•0•0•Updated Jul 17, 2024Jul 17, 2024
h6_4b_log_reg_titanic
Public
Materials for HSMA 6 Session 4B
Jupyter Notebook
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Other
•2•0•0•0•Updated Jul 3, 2024Jul 3, 2024
h6_3b_advanced_qgis_mapping_python
Public
maps geospatial qgis matplotlib folium choropleth geopandas
Jupyter Notebook
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Other
•2•0•11•0•Updated Jun 25, 2024Jun 25, 2024
h6_3c_interactive_plots_travel
Public
geospatial lisa isochrones travel-times geostatistics morans-i routingpy
Jupyter Notebook
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Other
•1•0•2•0•Updated Jun 25, 2024Jun 25, 2024
h6_3d_facility_location_problems
Public
geospatial facility-location facility-location-problem
Jupyter Notebook
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Other
•2•0•0•0•Updated Jun 25, 2024Jun 25, 2024