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project:
type: website
preview:
# Change port if it's busy in your system or just remove this line so that It will automatically use any free port
port: 4200
browser: true
# These cannot be used as variables. They are reserved for the project configuration.
website:
title: "Turing.jl"
site-url: "https://turinglang.org/docs"
description: "Turing.jl is a probabilistic programming language and Bayesian modelling framework for the Julia programming language."
image: /assets/images/turing-text-logo.jpg
favicon: /assets/favicon.ico
open-graph:
title: "The Turing Language"
locale: en_GB
image: /assets/images/turing-text-logo.jpg
image-alt: "Turing.jl Logo"
twitter-card:
creator: "@Hong_Ge2"
site: "@TuringLang"
image-width: 4214
image-height: 1032
search:
location: navbar
type: overlay
navbar:
title: false
logo-href: https://turinglang.org/
left:
- text: Get Started
href: getting-started/
- text: Tutorials
href: tutorials/
- text: FAQ
href: faq/
- text: Libraries
href: https://turinglang.org/library/
- text: News
href: https://turinglang.org/news/
- text: Team
href: https://turinglang.org/team/
right:
# Current version
- text: "v0.45"
menu:
- text: Changelog
href: https://turinglang.org/docs/changelog.html
- text: All Versions
href: https://turinglang.org/docs/versions.html
tools:
- icon: twitter-x
text: Turing Twitter
href: https://x.com/TuringLang
- icon: chat-dots
text: Turing Discourse
href: https://discourse.julialang.org/c/domain/probprog/48
- icon: slack
text: Turing Slack
href: https://julialang.slack.com/archives/CCYDC34A0
- icon: github
text: Turing GitHub
href: https://github.com/TuringLang
sidebar:
- text: documentation
collapse-level: 1
contents:
- getting-started/index.qmd
- core-functionality/index.qmd
- section: "User Guide"
collapse-level: 1
contents:
- usage/automatic-differentiation/index.qmd
- usage/sampling-options/index.qmd
- usage/submodels/index.qmd
- usage/custom-distribution/index.qmd
- usage/probability-interface/index.qmd
- usage/modifying-logprob/index.qmd
- usage/external-likelihoods/index.qmd
- usage/tracking-extra-quantities/index.qmd
- usage/predictive-distributions/index.qmd
- usage/mode-estimation/index.qmd
- usage/threadsafe-evaluation/index.qmd
- usage/performance-tips/index.qmd
- usage/sampler-visualisation/index.qmd
- usage/dynamichmc/index.qmd
- usage/varnamedtuple/index.qmd
- usage/vectorisation/index.qmd
- usage/external-samplers/index.qmd
- usage/troubleshooting/index.qmd
- section: "Tutorials"
contents:
- tutorials/coin-flipping/index.qmd
- tutorials/gaussian-mixture-models/index.qmd
- tutorials/bayesian-logistic-regression/index.qmd
- tutorials/bayesian-neural-networks/index.qmd
- tutorials/hidden-markov-models/index.qmd
- tutorials/bayesian-linear-regression/index.qmd
- tutorials/infinite-mixture-models/index.qmd
- tutorials/bayesian-poisson-regression/index.qmd
- tutorials/multinomial-logistic-regression/index.qmd
- tutorials/variational-inference/index.qmd
- tutorials/bayesian-differential-equations/index.qmd
- tutorials/probabilistic-pca/index.qmd
- tutorials/bayesian-time-series-analysis/index.qmd
- tutorials/gaussian-processes-introduction/index.qmd
- tutorials/gaussian-process-latent-variable-models/index.qmd
- section: "Contributing"
contents:
- contributing/start-contributing/index.qmd
- contributing/documentation/index.qmd
- contributing/tests/index.qmd
- contributing/code-formatting/index.qmd
- contributing/pull-requests/index.qmd
- contributing/core-developers/index.qmd
- section: "Developers"
contents:
- section: "DynamicPPL Contexts"
collapse-level: 1
contents:
- developers/contexts/submodel-condition/index.qmd
- section: "Variable Transformations"
collapse-level: 1
contents:
- developers/transforms/distributions/index.qmd
- developers/transforms/bijectors/index.qmd
- section: "Inference in Detail"
collapse-level: 1
contents:
- developers/inference/variational-inference/index.qmd
- developers/inference/implementing-samplers/index.qmd
- faq/index.qmd
back-to-top-navigation: true
repo-url: https://github.com/TuringLang/docs
repo-actions: [edit, issue]
repo-branch: main
repo-link-target: _blank
page-navigation: true
format:
html:
theme:
light: [cosmo, theming/theme-light.scss]
dark: [cosmo, theming/theme-dark.scss]
highlight-style: github
smooth-scroll: true
output-block-background: true
toc: true
toc-title: "Table of Contents"
code-fold: false
code-overflow: scroll
include-in-header:
- text: |
<style>
a {
text-decoration: none;
}
a:hover {
text-decoration: underline;
}
</style>
include-after-body:
file: _includes/footer.html
execute:
echo: true
output: true
freeze: auto
# These variables can be used in any qmd files, e.g. for links:
# the [Getting Started page]({{< meta get-started >}})
# Note that you don't need to prepend `../../` to the link, Quarto will figure
# it out automatically.
core-functionality: core-functionality
get-started: getting-started
tutorials-intro: tutorials/coin-flipping
gaussian-mixture-model: tutorials/gaussian-mixture-models
logistic-regression: tutorials/bayesian-logistic-regression
bayesian-neural-network: tutorials/bayesian-neural-networks
hidden-markov-model: tutorials/hidden-markov-models
linear-regression: tutorials/bayesian-linear-regression
infinite-mixture-model: tutorials/infinite-mixture-models
poisson-regression: tutorials/bayesian-poisson-regression
multinomial-logistic-regression: tutorials/multinomial-logistic-regression
variational-inference: tutorials/variational-inference
bayesian-differential-equations: tutorials/bayesian-differential-equations
probabilistic-pca: tutorials/probabilistic-pca
gplvm: tutorials/gaussian-process-latent-variable-models
seasonal-time-series: tutorials/bayesian-time-series-analysis
usage-automatic-differentiation: usage/automatic-differentiation
usage-custom-distribution: usage/custom-distribution
usage-dynamichmc: usage/dynamichmc
usage-external-samplers: usage/external-samplers
usage-external-likelihoods: usage/external-likelihoods
usage-mode-estimation: usage/mode-estimation
usage-modifying-logprob: usage/modifying-logprob
usage-performance-tips: usage/performance-tips
usage-predictive-distributions: usage/predictive-distributions
usage-probability-interface: usage/probability-interface
usage-sampler-visualisation: usage/sampler-visualisation
usage-sampling-options: usage/sampling-options
usage-submodels: usage/submodels
usage-threadsafe-evaluation: usage/threadsafe-evaluation
usage-tracking-extra-quantities: usage/tracking-extra-quantities
usage-troubleshooting: usage/troubleshooting
usage-varnamedtuple: usage/varnamedtuple
usage-vectorisation: usage/vectorisation
contributing-start: contributing/start-contributing
contributing-documentation: contributing/documentation
contributing-tests: contributing/tests
contributing-pull-requests: contributing/pull-requests
contributing-code-formatting: contributing/code-formatting
contributing-core-developers: contributing/core-developers
dev-model-manual: developers/compiler/model-manual
dev-variational-inference: developers/inference/variational-inference
using-turing-implementing-samplers: developers/inference/implementing-samplers
dev-transforms-distributions: developers/transforms/distributions
dev-transforms-bijectors: developers/transforms/bijectors
dev-contexts-submodel-condition: developers/contexts/submodel-condition