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site_name: Diffid
site_description: High-performance time-series inference and optimisation toolkit with Rust core and ergonomic Python bindings
site_author: Brady Planden
site_url: https://diffid.bradyplanden.com
repo_name: bradyplanden/diffid
repo_url: https://github.com/bradyplanden/diffid
edit_uri: edit/main/docs/
theme:
name: material
palette:
# Light mode
- media: "(prefers-color-scheme: light)"
scheme: default
primary: blue
accent: indigo
toggle:
icon: material/brightness-7
name: Switch to dark mode
# Dark mode
- media: "(prefers-color-scheme: dark)"
scheme: slate
primary: blue
accent: indigo
toggle:
icon: material/brightness-4
name: Switch to light mode
font:
text: Roboto
code: Roboto Mono
features:
- navigation.instant
- navigation.tracking
- navigation.tabs
- navigation.tabs.sticky
- navigation.sections
- navigation.expand
- navigation.path
- navigation.indexes
- navigation.top
- navigation.footer
- search.suggest
- search.highlight
- search.share
- toc.follow
- content.code.copy
- content.code.annotate
- content.tabs.link
plugins:
- search:
separator: '[\s\-,:!=\[\]()"/]+|(?!\b)(?=[A-Z][a-z])|\.(?!\d)|&[lg]t;'
- git-revision-date-localized:
enable_creation_date: true
type: date
fallback_to_build_date: true
strict: false
- minify:
minify_html: true
- mkdocstrings:
handlers:
python:
paths: [python/src]
options:
docstring_style: numpy
docstring_section_style: table
members_order: source
show_source: false
show_root_heading: true
show_root_full_path: false
show_symbol_type_heading: true
show_symbol_type_toc: true
signature_crossrefs: true
separate_signature: true
line_length: 80
merge_init_into_class: true
docstring_options:
ignore_init_summary: true
- mkdocs-jupyter:
include_source: true
execute: false
allow_errors: false
kernel_name: python3
markdown_extensions:
- abbr
- admonition
- attr_list
- def_list
- footnotes
- md_in_html
- toc:
permalink: true
toc_depth: 3
- pymdownx.arithmatex:
generic: true
- pymdownx.betterem:
smart_enable: all
- pymdownx.caret
- pymdownx.details
- pymdownx.highlight:
anchor_linenums: true
line_spans: __span
pygments_lang_class: true
- pymdownx.inlinehilite
- pymdownx.keys
- pymdownx.mark
- pymdownx.smartsymbols
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
- pymdownx.tabbed:
alternate_style: true
- pymdownx.tasklist:
custom_checkbox: true
- pymdownx.tilde
- pymdownx.snippets
- pymdownx.emoji:
emoji_index: !!python/name:material.extensions.emoji.twemoji
emoji_generator: !!python/name:material.extensions.emoji.to_svg
extra:
social:
- icon: fontawesome/brands/github
link: https://github.com/bradyplanden/diffid
- icon: fontawesome/brands/python
link: https://pypi.org/project/diffid/
version:
provider: mike
default: latest
extra_javascript:
- javascripts/mathjax.js
- https://polyfill.io/v3/polyfill.min.js?features=es6
- https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js
nav:
- Home: index.md
- Getting Started:
- getting-started/index.md
- Installation: getting-started/installation.md
- 5-Minute Quickstart: getting-started/quickstart.md
- First ODE Fit: getting-started/first-ode-fit.md
- Core Concepts: getting-started/concepts.md
- Tutorials:
- tutorials/index.md
- Notebooks:
- Optimisation Basics: tutorials/notebooks/optimisation_basics.ipynb
- ODE Fitting with DiffSL: tutorials/notebooks/ode_fitting_diffsol.ipynb
- Parameter Uncertainty: tutorials/notebooks/parameter_uncertainty.ipynb
- Model Comparison: tutorials/notebooks/model_comparison.ipynb
- Predator-Prey Models: tutorials/notebooks/advanced_predator_prey.ipynb
- Parallel Optimisation: tutorials/notebooks/parallel_optimisation.ipynb
- Advanced Cost Functions: tutorials/notebooks/advanced_cost_functions.ipynb
- User Guides:
- guides/index.md
- Choosing an Optimiser: guides/choosing-optimiser.md
- Tuning Optimisers: guides/tuning-optimisers.md
- Choosing a Sampler: guides/choosing-sampler.md
- Cost Metrics: guides/cost-metrics.md
- DiffSL Backend: guides/diffsol-backend.md
- Parallel Execution: guides/parallel-execution.md
- Custom Solvers: guides/custom-solvers.md
- Troubleshooting: guides/troubleshooting.md
- Algorithms:
- algorithms/index.md
- Optimisers:
- Nelder-Mead: algorithms/optimisers/nelder-mead.md
- CMA-ES: algorithms/optimisers/cmaes.md
- Adam: algorithms/optimisers/adam.md
- Samplers:
- Metropolis-Hastings: algorithms/samplers/metropolis-hastings.md
- Dynamic Nested Sampling: algorithms/samplers/dynamic-nested-sampling.md
- API Reference:
- api-reference/index.md
- Python:
- Builders: api-reference/python/builders.md
- Optimisers: api-reference/python/optimisers.md
- Samplers: api-reference/python/samplers.md
- Cost Metrics: api-reference/python/cost-metrics.md
- Results: api-reference/python/results.md
- Rust:
- api-reference/rust/index.md
- Examples:
- examples/gallery.md
- Development:
- development/index.md
- Contributing: development/contributing.md
- Architecture: development/architecture.md
- Changelog: changelog.md
strict: true # Fail on warnings
watch:
- python/src/diffid
- docs