Skip to content

Navigation Menu

Appearance settings

View all features
- BY COMPANY SIZE
  Enterprises
  Small and medium teams
  Startups
  Nonprofits
- BY USE CASE
  App Modernization
  DevSecOps
  DevOps
  CI/CD
  View all use cases
- BY INDUSTRY
  Healthcare
  Financial services
  Manufacturing
  Government
  View all industries
View all solutions
- EXPLORE BY TOPIC
  AI
  Software Development
  DevOps
  Security
  View all topics
- EXPLORE BY TYPE
  Customer stories
  Events & webinars
  Ebooks & reports
  Business insights
  GitHub Skills
- SUPPORT & SERVICES
  Documentation
  Customer support
  Community forum
  Trust center
  Partners
View all resources
- COMMUNITY
  GitHub SponsorsFund open source developers
- PROGRAMS
  Security Lab
  Maintainer Community
  Accelerator
  GitHub Stars
  Archive Program
- REPOSITORIES
  Topics
  Trending
  Collections
- ENTERPRISE SOLUTIONS
  Enterprise platformAI-powered developer platform
- AVAILABLE ADD-ONS
  GitHub Advanced SecurityEnterprise-grade security features
  Copilot for BusinessEnterprise-grade AI features
  Premium SupportEnterprise-grade 24/7 support
Pricing

Search code, repositories, users, issues, pull requests...

Search

Clear

Search syntax tips

Provide feedback

We read every piece of feedback, and take your input very seriously.

Include my email address so I can be contacted

Saved searches

Use saved searches to filter your results more quickly

Name

Query

To see all available qualifiers, see our documentation.

Appearance settings

You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session.

Dismiss alert

UCL-CORU / patientflow Public

Notifications You must be signed in to change notification settings
Fork 4
Star 37

Code
Issues 26
Pull requests
Actions
Projects
Security and quality
Insights

Additional navigation options

Code
Issues
Pull requests
Actions
Projects
Security and quality
Insights

Hierarchical demand prediction#131

Merged

zmek merged 81 commits intomainUCL-CORU/patientflow:mainfrom

hospital-hierarchyUCL-CORU/patientflow:hospital-hierarchyCopy head branch name to clipboard

Feb 10, 2026

Conversation Commits81 (81)Checks Files changed

Merged

Hierarchical demand prediction#131
zmek merged 81 commits intomainfrom
hospital-hierarchy

Commits

Commits on Feb 9, 2026

create hierarchy | prepare subspec preds for consolidation
zmek
committed
reinstate special_params logic
zmek
committed
make naming of subspecialty_data clearer
zmek
committed
remove duplicate function
zmek
committed
clarity instantiation of HierarchicalPredictor
zmek
committed
prettify DemandPrediction output
zmek
committed
add discharge prediction to subspecialty_data
zmek
committed
create transfer predictor
zmek
committed
improve documentation for TransferProbabilityEstimator
zmek
committed
make SubspecialtyPredictionInputs dataclass
zmek
committed
simplify set up of hospital hierarchy
zmek
committed
prettify prediction outputs
zmek
committed
choose pmf output range dynamically
zmek
committed
index pmf in pretty output
zmek
committed
add transfer predictor to build_subspecialty_data
zmek
committed
option to return transition matrix
zmek
committed
show expectation with all pmfs
zmek
committed
show length of all pmfs
zmek
committed
remove length for transfers
zmek
committed
validate subspecialties when fitting transfer predictor
zmek
committed
implement flow-based architecture for subspecialty demand
zmek
committed
update HierarchicalPredictor to track arrivals and departures separately
zmek
committed
add flow_selection to PredictionBundle
zmek
committed
implement full PMF for net flow and refactor FlowSelection API
zmek
committed
change summary of PredictionBundle
zmek
committed
fix documentation
zmek
committed
commit to save debugdebug_subspecialty_convolution.py
zmek
committed
implement capped truncation
zmek
committed
create a Distribution object
zmek
committed
tidy docstrings
zmek
committed
implement router to route distributions into cohorts
zmek
committed
Revert "implement router to route distributions into cohorts"
zmek
committed
remove obsolete functions from subspecialty.py
zmek
committed
predict transfers by admission type
zmek
committed
separate elective and emergency in subspecialty inputs
zmek
committed
add new tests for subspecialty input change
zmek
committed
update hierarchy.py for subspecialty input change
zmek
committed
fix bug in FlowSelection
zmek
committed
add subgroups to transfer predictor
zmek
committed
Improve transfer predictor __repr__ implementation
zmek
committed
use each visit-subspecialty change combo only once in transfer predictor
zmek
committed
make hierarchy generic
zmek
committed
add __repr__ to heirarchy object
zmek
committed
handle levels having same name
zmek
committed
fix error in accessing EntityType
zmek
committed
fix error in hierarchy creation
zmek
committed
truncate only bottom level
zmek
committed
remove hard-coded logic in hierarcy
zmek
committed
fix error in entity type name retrieval
zmek
committed
improve __repr__ for SubspecialtyPredictionInputs
zmek
committed
try adaptive cap for truncation
zmek
committed
change default k_sigma and truncation_only_bottom values
zmek
committed
update __repr__ for subspecialty
zmek
committed
reformat for ruff
zmek
committed
add default for missing subgroup_to_spec mapping
zmek
committed
apply top down truncation of distributions
zmek
committed
update notebooks for MultiSubgroupPredictor
zmek
committed
update notebook markdown
zmek
committed
correct lengths of pmfs
zmek
committed
update departures test to respect new pmf rules
zmek
committed
use child level type to avoid name collisions
zmek
committed
pass departures cap to bottom level processing
zmek
committed
calculate departures physical cap from child pmf len
zmek
committed
track truncated mass and save
zmek
committed
refactor hierarchy module
zmek
committed
remove docstrings from internal methods
zmek
committed
add examples of hierarchy to documentation
zmek
committed
add submodule docstrings
zmek
committed
move types.py to patientflow.predict
zmek
committed
replace subspecialty with service
zmek
committed
Refactor prediction hierarchy
zmek
committed
Update notebook 4b to reflect refactoring including detailed changes to
zmek
committed
create notebook 4e to show hospital hierarchy
zmek
committed
extend notebook 4e
zmek
committed
remove __init__.py imports
zmek
committed
correct pmf when empty
zmek
committed
return self.prediction_results as copy to avoid overwriting
zmek
committed
handle name collision
zmek
committed
ensure full dict inheritance in PredictionResults class
zmek
committed
check documentation and notebooks
zmek
committed

Commits on Feb 10, 2026

update notebooks README
zmek
committed

Footer

© 2026 GitHub, Inc.

Footer navigation

Terms
Privacy
Security
Status
Community
Docs
Contact

You can’t perform that action at this time.