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project:
type: website
output-dir: _site
render:
- "index.qmd"
- "install.qmd"
- "getting_started.qmd"
- "docs/tutorials/**/*.qmd"
- "docs/tutorials/**/*.qmd"
- "docs/userguides/*.qmd"
- "docs/reference/*.qmd"
- "!docs/*.md"
- "!docs/_build/"
- "!docs/javascripts/"
resources:
- "docs/**/*.png"
- "docs/**/*.jpg"
- "docs/**/*.svg"
- "docs/**/*.gif"
- "docs/**/*.css"
- "docs/**/*.js"
- "!docs/CONTRIBUTING.md"
- "!docs/javascripts/"
quartodoc:
package: bofire
title: API Reference
dir: docs/reference
parser: google
sections:
- title: Data Models - Domain
desc: Domain configuration data models
contents:
- data_models.domain.domain.Domain
- data_models.domain.features.Inputs
- data_models.domain.features.Outputs
- data_models.domain.constraints.Constraints
- title: Data Models - Features
desc: Feature data models
contents:
- name: data_models.features.api
members:
- CategoricalInput
- CategoricalOutput
- ContinuousInput
- ContinuousOutput
- DiscreteInput
- ContinuousDescriptorInput
- CategoricalDescriptorInput
- ContinuousMolecularInput
- CategoricalMolecularInput
- TaskInput
- title: Data Models - Strategies
desc: Strategy configuration data models
contents:
- name: data_models.strategies.api
members:
- DoEStrategy
- FactorialStrategy
- FractionalFactorialStrategy
- ActiveLearningStrategy
- BotorchStrategy
- EntingStrategy
- MoboStrategy
- MultiFidelityStrategy
- MultiobjectiveStrategy
- AdditiveSoboStrategy
- CustomSoboStrategy
- title: Data Models - Kernels
desc: Kernel configuration data models
contents:
- name: data_models.kernels.api
members:
- Kernel
- AdditiveKernel
- MultiplicativeKernel
- ScaleKernel
- MaternKernel
- RBFKernel
- LinearKernel
- PolynomialKernel
- HammingDistanceKernel
- TanimotoKernel
- WassersteinKernel
- title: Data Models - Surrogates
desc: Surrogate model configuration data models
contents:
- name: data_models.surrogates.api
members:
- Surrogate
- SingleTaskGPSurrogate
- MixedSingleTaskGPSurrogate
- MultiTaskGPSurrogate
- RobustSingleTaskGPSurrogate
- TanimotoGPSurrogate
- LinearSurrogate
- PolynomialSurrogate
- RandomForestSurrogate
- MLPEnsemble
- BotorchSurrogates
- title: Strategies
desc: Strategy implementations
contents:
- name: strategies.api
members:
- Strategy
- RandomStrategy
- DoEStrategy
- FractionalFactorialStrategy
- SoboStrategy
- AdditiveSoboStrategy
- MultiplicativeSoboStrategy
- CustomSoboStrategy
- QparegoStrategy
- MoboStrategy
- BotorchStrategy
- EntingStrategy
- MultiFidelityStrategy
- ActiveLearningStrategy
- ShortestPathStrategy
- StepwiseStrategy
- title: Surrogates
desc: Surrogate model implementations
contents:
- name: surrogates.api
members:
- Surrogate
- TrainableSurrogate
- SingleTaskGPSurrogate
- MultiTaskGPSurrogate
- BotorchSurrogates
- LinearDeterministicSurrogate
- EmpiricalSurrogate
- RandomForestSurrogate
- MLPEnsemble
- PiecewiseLinearGPSurrogate
website:
title: "BoFire"
site-url: "https://experimental-design.github.io/bofire"
repo-url: "https://github.com/experimental-design/bofire"
repo-actions: [edit, issue]
page-navigation: true
navbar:
background: primary
search: true
left:
- text: "Home"
href: index.qmd
- text: "Getting Started"
href: getting_started.qmd
- text: "User Guides"
menu:
- text: "Domain Configuration"
href: docs/userguides/domain.qmd
- text: "Strategies"
href: docs/userguides/strategies.qmd
- text: "Surrogate Models"
href: docs/userguides/surrogates.qmd
- text: "Data Models vs Functionals"
href: docs/userguides/data_models_functionals.qmd
- text: "Examples"
menu:
- text: "Basic Examples"
href: docs/tutorials/basic_examples/index.qmd
- text: "Advanced Examples"
href: docs/tutorials/advanced_examples/index.qmd
- text: "Benchmarks"
href: docs/tutorials/benchmarks/index.qmd
- text: "Design of Experiments"
href: docs/tutorials/doe/index.qmd
- text: "Serialization"
href: docs/tutorials/serialization/index.qmd
- text: "API Reference"
href: docs/reference/index.qmd
right:
- icon: github
href: "https://github.com/experimental-design/bofire"
sidebar:
- title: "Getting Started"
style: "docked"
contents:
- index.qmd
- install.qmd
- getting_started.qmd
- title: "User Guides"
contents:
- docs/userguides/domain.qmd
- docs/userguides/strategies.qmd
- docs/userguides/surrogates.qmd
- docs/userguides/data_models_functionals.qmd
- title: "Examples"
contents:
- section: "Basic Examples"
contents:
- docs/tutorials/basic_examples/index.qmd
- docs/tutorials/basic_examples/basic_terminology.qmd
- docs/tutorials/basic_examples/Reaction_Optimization_Example.qmd
- docs/tutorials/basic_examples/Model_Fitting_and_analysis.qmd
- docs/tutorials/basic_examples/Outlier_Detection_and_Robust_GP.qmd
- docs/tutorials/basic_examples/Unknown_Constraint_Classification.qmd
- docs/tutorials/basic_examples/index_kernel.qmd
- section: "Advanced Examples"
contents:
- docs/tutorials/advanced_examples/index.qmd
- docs/tutorials/advanced_examples/custom_sobo.qmd
- docs/tutorials/advanced_examples/desirability_objectives.qmd
- docs/tutorials/advanced_examples/genetic_algorithm.qmd
- docs/tutorials/advanced_examples/enting_strategy_suzuki_miyaura_reaction.qmd
- docs/tutorials/advanced_examples/merging_objectives.qmd
- docs/tutorials/advanced_examples/multifidelity_bo.qmd
- docs/tutorials/advanced_examples/objectives_on_inputs.qmd
- docs/tutorials/advanced_examples/random_forest_in_bofire.qmd
- docs/tutorials/advanced_examples/transfer_learning_bo.qmd
- docs/tutorials/advanced_examples/octane_number.qmd
- section: "Benchmarks"
contents:
- docs/tutorials/benchmarks/index.qmd
- docs/tutorials/benchmarks/001-Himmelblau.qmd
- docs/tutorials/benchmarks/002-DTLZ2.qmd
- docs/tutorials/benchmarks/003-Hartmann_with_nchoosek.qmd
- docs/tutorials/benchmarks/004-30dimBranin.qmd
- docs/tutorials/benchmarks/005-Himmelblau_with_outliers.qmd
- docs/tutorials/benchmarks/006-Bayesian_optimization_over_molecules.qmd
- docs/tutorials/benchmarks/007-LSRBO.qmd
- docs/tutorials/benchmarks/008-ZDT1.qmd
- docs/tutorials/benchmarks/009-BNH.qmd
- docs/tutorials/benchmarks/010-TNK.qmd
- docs/tutorials/benchmarks/011-ActiveLearning.qmd
- docs/tutorials/benchmarks/012-engineered_features.qmd
- docs/tutorials/benchmarks/013-spherical_kernel.qmd
- section: "Design of Experiments"
contents:
- docs/tutorials/doe/index.qmd
- docs/tutorials/doe/basic_examples.qmd
- docs/tutorials/doe/design_with_explicit_formula.qmd
- docs/tutorials/doe/fractional_factorial.qmd
- docs/tutorials/doe/nchoosek_constraint.qmd
- docs/tutorials/doe/optimality_criteria.qmd
- section: "Serialization"
contents:
- docs/tutorials/serialization/index.qmd
- docs/tutorials/serialization/models_serial.qmd
- docs/tutorials/serialization/strategies_serial.qmd
- title: "API Reference"
contents:
- docs/reference/domain.qmd
- docs/reference/constraints.qmd
- docs/reference/objectives.qmd
- docs/reference/features.qmd
- docs/reference/utils.qmd
format:
html:
theme:
light: [cosmo, theme-light.scss]
dark: [cosmo, theme-dark.scss]
css: styles.css
toc: true
toc-depth: 3
code-copy: true
code-fold: false
code-tools: true
number-sections: false
link-external-newwindow: true
filters:
- quarto
execute:
enabled: true
freeze: auto
cache: true
jupyter: python3