Skip to content

Navigation Menu

Appearance settings

- AI CODE CREATION
  GitHub CopilotWrite better code with AI
  GitHub Copilot appDirect agents from issue to merge
  MCP Registry^NewIntegrate external tools
- DEVELOPER WORKFLOWS
  ActionsAutomate any workflow
  CodespacesInstant dev environments
  IssuesPlan and track work
  Code ReviewManage code changes
- APPLICATION SECURITY
  GitHub Advanced SecurityFind and fix vulnerabilities
  Code securitySecure your code as you build
  Secret protectionStop leaks before they start
- EXPLORE
  Why GitHub
  Documentation
  Blog
  Changelog
  Marketplace
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

Uh oh!

There was an error while loading. Please reload this page.

emdgroup / baybe Public

Notifications You must be signed in to change notification settings
Fork 79
Star 486

Code
Issues 34
Pull requests 17
Discussions
Actions
Projects
Security and quality
Insights

Additional navigation options

Code
Issues
Pull requests
Discussions
Actions
Projects
Security and quality
Insights

Multi-fidelity surrogate models#721

Open

jpenn2023 wants to merge 49 commits into

dev/mfboemdgroup/baybe:dev/mfbofrom

dev-mfbo-main-surrogate-modelsemdgroup/baybe:dev-mfbo-main-surrogate-modelsCopy head branch name to clipboard

Conversation Commits49 (49)Checks Files changed

Open

Multi-fidelity surrogate models#721
jpenn2023 wants to merge 49 commits into
dev/mfbofrom
dev-mfbo-main-surrogate-models

Commits

Commits on Jun 26, 2026

Multi fidelity searchspaces and surrogate modelling

jpenn2023
authored and
AVHopp
committed
Typing fixes

jpenn2023
authored and
AVHopp
committed
More typing fixes

jpenn2023
authored and
AVHopp
committed
More typing fixes with some unresolved

jpenn2023
authored and
AVHopp
committed
Typo fix

jpenn2023
authored and
AVHopp
committed
Integrating multi fidelity surrogate models with multitask refactor

jpenn2023
authored and
AVHopp
committed
Integrate typing

jpenn2023
authored and
AVHopp
committed
Integrating kernel factories with multi fidelity

jpenn2023
authored and
AVHopp
committed
Move _ModelContext

jpenn2023
authored and
AVHopp
committed
Remove deprecated/unused from_preset from STMF GP.

jpenn2023
authored and
AVHopp
committed
Mainly docstring fixes

jpenn2023
authored and
AVHopp
committed
Separating task and fidelity types in search space.

jpenn2023
authored and
AVHopp
committed
Tidying supports_ inheritance

jpenn2023
authored and
AVHopp
committed
Remove unused imports after ModelContext move
AVHopp
committed
Minor fixes in `gaussian_process/utils.py`
AVHopp
committed
Add assertion to verify that only one task resp. fidelity parameter is present
AVHopp
committed
Fix bugs and improve code for `task_type` and `fidelity_type`
AVHopp
committed
Remove unused import that were overlooked during rebase
AVHopp
committed
Fix incorrect formatting
AVHopp
committed
Re-introduce `objective` and `measurements` fields to `_ModelContext`
AVHopp
committed
Add support for `_ParameterKind.FIDELITY` to `from_parameters``
AVHopp
committed
Add validation for multiple fidelity/task parameter
AVHopp
committed
Use likelihood and fit criterion factories in STMF-GP
AVHopp
committed
Add fidelity type validation in `_fit`
AVHopp
committed
Add construction tests for multi-fidelity surrogates
AVHopp
committed
Generalize `_enable_transfer_learning` to `_enable_index_kernel`
AVHopp
committed
Add additional kernel rejection tests
AVHopp
committed
Generalize `__call__` of ICM Kernel to also handle fidelities
AVHopp
committed
Generalize index kernel factory to support categorical fidelity parameters
AVHopp
committed
Rename `_BayBETaskKernelFactory` to `_BayBEIndexKernelFactory`
AVHopp
committed
Add test for fitting GaussianProcessSurrogate on categorical fidelity space
AVHopp
committed
Auto-dispatch correct surrogate model based on the search space
AVHopp
committed
Use LOO for any search space that uses the IndexKernel structure
AVHopp
committed
Improve docstrings
AVHopp
committed
Adjust incorrect comments
AVHopp
committed
Minor fixes to type hint and str method
AVHopp
committed
Validate surrogate fit context before caching
AVHopp
committed
Re-introduce `to_numpy(copy=True)` conversion
AVHopp
committed
Re-dispatch default surrogate for changed fidelity type
AVHopp
committed
Expose MultiFidelty model for higher level imports
AVHopp
committed
Add support for fidelity parameters in Hvarfner preset
AVHopp
committed
Remove unnecessary type: ignore comments
AVHopp
committed
Tighten ICML Kernel fidelity guard
AVHopp
committed
Reject index-only search spaces
AVHopp
committed
Improve in-line comments
AVHopp
committed
Model-class dispatch inside `_fit`
AVHopp
committed
Revert "Model-class dispatch inside `_fit`"
AVHopp
committed
Re-create `botorch` model using our factories
AVHopp
committed
Adjust kernel mechanism to follow new botorch settings
AVHopp
committed

Footer

© 2026 GitHub, Inc.

Footer navigation

Terms
Privacy
Security
Status
Community
Docs
Contact

You can’t perform that action at this time.