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site_name: acopula
site_description: Archimedean copula inference via Taylor-mode automatic differentiation in JAX
site_url: https://thisiscam.github.io/acopula/
repo_url: https://github.com/thisiscam/acopula
repo_name: thisiscam/acopula
docs_dir: docs
theme:
name: material
palette:
- scheme: default
primary: indigo
toggle:
icon: material/weather-night
name: Switch to dark mode
- scheme: slate
primary: indigo
toggle:
icon: material/weather-sunny
name: Switch to light mode
features:
- navigation.sections
- navigation.top
- content.code.copy
- search.suggest
nav:
- Home: index.md
- Quickstart: quickstart.md
- Examples:
- Two-level copula: examples/01_quickstart.ipynb
- Fitting by MLE: examples/02_fit_mle.ipynb
- Censored survival: examples/03_censored_survival.ipynb
- Sampling & visualization: examples/04_sampling_and_visualize.ipynb
- Neural generator (ACNet): examples/05_neural_acnet.ipynb
- API reference: api.md
markdown_extensions:
- admonition
- pymdownx.highlight
- pymdownx.superfences
- pymdownx.arithmatex: # $...$ / $$...$$ rendered by MathJax
generic: true
- toc:
permalink: true
extra_javascript:
- javascripts/mathjax.js
- https://unpkg.com/mathjax@3/es5/tex-mml-chtml.js
plugins:
- search
# Render committed .ipynb notebooks (execute=false: use their stored outputs).
- mkdocs-jupyter:
execute: false
include_source: true
- mkdocstrings:
handlers:
python:
options:
docstring_style: google
docstring_section_style: table # Args/Returns as tables
show_root_heading: true
show_root_full_path: false # "Copula", not "acopula.core.Copula"
show_symbol_type_heading: true # class/func/attr badges
show_symbol_type_toc: true # and in the nav TOC
separate_signature: true
show_signature_annotations: true
signature_crossrefs: true
merge_init_into_class: false # CompiledModel isn't user-constructed; its __init__ leaks private fields
members_order: source
filters: ["!^_"] # hide private / dunder members
show_source: false
summary: true
heading_level: 3 # section headers are ## (h2); symbols nest as h3
# Emits /llms.txt (an index for LLMs/agents, per llmstxt.org) plus a single
# concatenated llms-full.txt of the whole site.
- llmstxt:
markdown_description: >
acopula fits nested Archimedean copulas end-to-end with jax.grad,
including high-dimensional models and per-dimension censoring, using
Taylor-mode automatic differentiation for the high-order derivatives.
full_output: llms-full.txt
sections:
Usage:
- index.md
- quickstart.md
API:
- api.md