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site_name: "fastgps"
nav:
- Home: index.md
- Package Reference: api.md
- Standard Examples:
- Fast GP Net: examples/simple/fgp_dnb2.ipynb
- Fast GP Lattice: examples/simple/fgp_lattice.ipynb
- Standard GP: examples/simple/standard_gp.ipynb
- Compare GPs: examples/simple/compare_gps_plot.ipynb
- Multitask Examples:
- Fast GP Net: examples/multitask/fgp_dnb2.ipynb
- Fast GP Lattice: examples/multitask/fgp_lattice.ipynb
- Standard GP: examples/multitask/standard_gp.ipynb
- Compare GPs 1d: examples/multitask/compare_1d_gps_plot.ipynb
- Compare GPs 2d: examples/multitask/compare_2d_gps_plot.ipynb
- Elliptic PDE: examples/multitask/elliptic_pde.ipynb
- Batch Multitask Examples:
- Fast GP Net: examples/batch_multitask/fgp_dnb2.ipynb
- Fast GP Lattice: examples/batch_multitask/fgp_lattice.ipynb
- Standard GP: examples/batch_multitask/standard_gp.ipynb
- Derivative Informed:
- Fast GP Net: examples/derivative_informed/fgp_dnb2.ipynb
- Fast GP Lattice: examples/derivative_informed/fgp_lattice.ipynb
- Standard GP: examples/derivative_informed/standard_gp.ipynb
- Compare GPs: examples/derivative_informed/compare_gps_plot.ipynb
- Multilevel Quasi-Monte Carlo:
- Comparison of GPs: examples/mlqmc/comparison.ipynb
- Visualization: examples/mlqmc/visual.ipynb
- Publications:
- ProbNum25: examples/papers/probnum25/probnum25.ipynb
- FMTGPs: examples/papers/fmtgps/fmtgps.ipynb
- Miscellaneous:
- Periodization: examples/misc/periodization.ipynb
- Random Fourier features: examples/misc/random_fourier_features.ipynb
- KISS Net: examples/misc/kiss_gp_dnets.ipynb
plugins:
- search
- mkdocs-jupyter:
ignore_h1_titles: true # Include H1 from notebooks
execute: false # Execute notebooks during build
include_source: true # Add download link for source notebooks
# theme: dark # Use dark theme for code cells
# include: ["*.ipynb"] # File patterns to include
# execute_ignore: [] # Skip certain files
# allow_errors: false # Fail build on notebook errors
# kernel_name: python3 # Specify kernel to use
# show_input: true # Show input cells by default
# no_input: false # Don't hide all inputs
# remove_tag_config:
# remove_cell_tags:
# - "hide" # Hide cells with these tags
# - "hide-cell"
# remove_all_outputs_tags:
# - "hide-output" # Hide outputs for tagged cells
# remove_input_tags:
# - "hide-input" # Hide input for tagged cells
- mkdocstrings:
#enabled: !ENV [ENABLE_MKDOCSTRINGS, true]
#custom_templates: templates
default_handler: python
handlers:
python:
paths: [fastgps] # search packages in the src folder
options:
members_order: source
show_root_toc_entry: false
heading_level: 3
docstring_section_style: table
separate_signature: true
line_length: 50
show_submodules: true
docstring_style: google
docstring_options:
ignore_init_summary: false
merge_init_into_class: true
theme:
palette:
# Palette toggle for light mode
- scheme: default
toggle:
icon: material/weather-night
name: Switch to dark mode
primary: green
# Palette toggle for dark mode
- scheme: slate
toggle:
icon: material/weather-sunny
name: Switch to light mode
primary: green
name: material
navigation_depth: 6
color_mode: auto
user_color_mode_toggle: True
features:
# - navigation.instant
- navigation.expand
- toc.follow
- navigation.sections
- toc.integrate
- announce.dismiss
- content.action.edit
- content.action.view
- content.code.annotate
- content.code.copy
icon:
admonition:
note: octicons/tag-16
abstract: octicons/checklist-16
info: octicons/info-16
tip: octicons/squirrel-16
success: octicons/check-16
question: octicons/question-16
warning: octicons/alert-16
failure: octicons/x-circle-16
danger: octicons/zap-16
bug: octicons/bug-16
example: octicons/beaker-16
quote: octicons/quote-16
markdown_extensions:
- toc
- attr_list
- admonition
# - mdx_math
- extra
- pymdownx.superfences
- pymdownx.details
- pymdownx.arithmatex:
generic: true
- pymdownx.highlight:
anchor_linenums: true
line_spans: __span
pygments_lang_class: true
- pymdownx.inlinehilite
- pymdownx.snippets
- pymdownx.superfences
extra_javascript:
- javascripts/katex.js
- https://unpkg.com/katex@0/dist/katex.min.js
- https://unpkg.com/katex@0/dist/contrib/auto-render.min.js
extra_css:
- https://unpkg.com/katex@0/dist/katex.min.css