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site_name: ML4T Models
site_description: Finance-native model implementations for latent factors and portfolio learning
site_url: https://ml4trading.io/docs/models/
repo_url: https://github.com/ml4t/models
repo_name: ml4t/models
theme:
name: material
custom_dir: docs/overrides
palette:
scheme: default
primary: custom
accent: custom
font: false
features:
- navigation.tabs
- navigation.tabs.sticky
- navigation.indexes
- navigation.sections
- navigation.expand
- navigation.top
- navigation.footer
- toc.follow
- search.suggest
- search.highlight
- content.code.copy
- content.code.annotate
- content.tabs.link
icon:
repo: fontawesome/brands/github
extra_css:
- stylesheets/ml4t-theme.css
markdown_extensions:
- abbr
- admonition
- attr_list
- def_list
- footnotes
- md_in_html
- tables
- toc:
permalink: true
- pymdownx.arithmatex:
generic: true
- pymdownx.betterem
- pymdownx.caret
- pymdownx.details
- pymdownx.emoji:
emoji_index: !!python/name:material.extensions.emoji.twemoji
emoji_generator: !!python/name:material.extensions.emoji.to_svg
- pymdownx.highlight:
anchor_linenums: true
line_spans: __span
pygments_lang_class: true
- pymdownx.inlinehilite
- pymdownx.keys
- pymdownx.magiclink
- 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
plugins:
- search
- mkdocstrings:
default_handler: python
handlers:
python:
paths: [src]
options:
docstring_style: google
show_source: true
show_root_heading: true
show_root_full_path: false
show_symbol_type_heading: true
show_symbol_type_toc: true
members_order: source
merge_init_into_class: true
separate_signature: true
signature_crossrefs: true
nav:
- Home: index.md
- Getting Started:
- Installation: getting-started/installation.md
- Quickstart: getting-started/quickstart.md
- User Guide:
- user-guide/index.md
- Data Contracts: user-guide/data-contracts.md
- Training Procedures: user-guide/training-procedures.md
- Latent-Factor Pipelines: user-guide/latent-factor-pipelines.md
- Latent-Factor Models: user-guide/latent-factor-models.md
- Stochastic Discount Factor: user-guide/stochastic-discount-factor.md
- Direct Asset Prediction: user-guide/direct-asset-prediction.md
- Portfolio Learning: user-guide/portfolio-learning.md
- Integration: user-guide/integration.md
- API Reference:
- api/index.md
- Book Guide:
- book-guide/index.md
- Reference:
- Architecture: reference/architecture.md
- API Stability: reference/api-stability.md
- Release Gates: reference/release-gates.md
- Model Families: reference/model-families.md
- Academic References: reference/academic-references.md
extra:
ml4t_docs_hub_url: /docs/
ml4t_libraries_url: /libraries/
ml4t_chapters_url: /chapters/
social:
- icon: fontawesome/brands/github
link: https://github.com/stefan-jansen
- icon: fontawesome/brands/twitter
link: https://twitter.com/mlaboratory
generator: false
copyright: Copyright © 2024-2026 Stefan Jansen