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site_name: DeepGBoost — Distributed Gradient Boosting Forest
site_description: Distributed Gradient Boosting Forest — deep graph tree ensemble combining RandomForest and GradientBoosting into a layered neural-network-style architecture.
site_url: https://iamthinbaker.github.io/deepgboost/
repo_name: iamthinbaker/deepgboost
repo_url: https://github.com/iamthinbaker/deepgboost
theme:
name: material
palette:
- scheme: default
primary: custom
accent: custom
toggle:
icon: material/brightness-7
name: Switch to dark mode
- scheme: slate
primary: custom
accent: custom
toggle:
icon: material/brightness-4
name: Switch to light mode
features:
- navigation.sections
- navigation.top
- search.highlight
- content.code.copy
plugins:
- search
- tags
- social
- mkdocs-jupyter:
execute: true
include_source: true
allow_errors: false
kernel_name: python3
- mkdocstrings:
handlers:
python:
paths: [src]
options:
docstring_style: numpy
show_source: true
show_root_heading: true
heading_level: 2
extra_css:
- stylesheets/extra.css
extra:
social:
- icon: fontawesome/brands/linkedin
link: https://linkedin.com/in/delgadopanadero
- icon: fontawesome/brands/x-twitter
link: https://twitter.com/iamthinbaker
nav:
- Home: index.md
- Examples:
- Quick Start: examples/quickstart.ipynb
- Regressor: examples/regressor.ipynb
- Classifier: examples/classifier.ipynb
- Serialization: examples/serialization.ipynb
- API Reference:
- Estimators:
- DeepGBoostRegressor: api/regressor.md
- DeepGBoostClassifier: api/classifier.md
- DeepGBoostMultiClassifier: api/multiclassifier.md
- Core:
- DGBFModel: api/dgbf.md
- DGBFMultiOutputModel: api/dgbf_multioutput.md
- Callbacks: api/callbacks.md
- Objectives: api/objectives.md
- Metrics: api/metrics.md
- Utilities: api/utils.md