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mkdocs.yml
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mkdocs.yml
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site_name: skorecard
repo_url: https://github.com/ing-bank/skorecard
site_url: https://github.com/ing-bank/skorecard
edit_uri: ""
site_description: Build credit risk scorecards with sklearn-compatible components
site_author: RPAA
copyright: Copyright © 2021.
theme:
name: material
palette:
# Light mode
- media: "(prefers-color-scheme: light)"
scheme: default
primary: white
accent: deep orange
toggle:
icon: material/toggle-switch-off-outline
name: Switch to dark mode
# Dark mode
- media: "(prefers-color-scheme: dark)"
scheme: slate
primary: deep orange
accent: deep purple
toggle:
icon: material/toggle-switch
name: Switch to light mode
font: false
icon:
repo: fontawesome/brands/github
logo: assets/img/skorecard_logo.svg
favicon: assets/img/skorecard_logo.svg
favicon: assets/images/cli.png
features:
- navigation.tracking
- navigation.sections
- header.autohide
- navigation.tabs
- navigation.top
watch:
- skorecard
plugins:
- search
- mknotebooks:
enable_default_jupyter_cell_styling: false
enable_default_pandas_dataframe_styling: true
- mkdocstrings:
default_handler: python
handlers:
python:
options:
selection:
inherited_members: true
rendering:
show_source: false
show_root_heading: false
- git-revision-date-localized:
type: timeago
nav:
- Home:
- Index: index.md
- Contributing: contributing.md
- Tutorials:
- Bucketing a feature:
- The Basics: tutorials/the_basics.ipynb
- Missing Values: tutorials/missing_values.ipynb
- Special Values: tutorials/specials.ipynb
- Categoricals: tutorials/categoricals.ipynb
- Interactive: tutorials/interactive_bucketing.ipynb
- Methods: tutorials/methods.ipynb
- BucketingProcess: tutorials/using-bucketing-process.ipynb
- Reporting: tutorials/reporting.ipynb
- Skorecard from A-Z:
- Bucketing features: tutorials/1_bucketing.ipynb
- Selecting features: tutorials/2_feature_selection.ipynb
- Scorecard model: tutorials/3_skorecard_model.ipynb
- How to:
- Manually defining buckets: howto/using_manually_defined_buckets.ipynb
- Read/write buckets to file: howto/save_buckets_to_file.ipynb
- Assessing bucket quality: howto/psi_and_iv.ipynb
- Optimizations in the bucketing process: howto/Optimizations.ipynb
- Mixed usage with other packages: howto/mix_with_other_packages.ipynb
- API:
- bucketers:
- api/bucketers/OptimalBucketer.md
- api/bucketers/AgglomerativeClusteringBucketer.md
- api/bucketers/DecisionTreeBucketer.md
- api/bucketers/EqualFrequencyBucketer.md
- api/bucketers/EqualWidthBucketer.md
- api/bucketers/OrdinalCategoricalBucketer.md
- api/bucketers/UserInputBucketer.md
- api/bucketers/AsIsNumericalBucketer.md
- api/bucketers/AsIsCategoricalBucketer.md
- pipeline:
- api/pipeline/BucketingProcess.md
- api/pipeline/KeepPandas.md
- api/pipeline/SkorecardPipeline.md
- api/pipeline/to_skorecard_pipeline.md
- preprocessing:
- api/preprocessing/ColumnSelector.md
- api/preprocessing/WoeEncoder.md
- linear_model:
- api/linear_model/LogisticRegression.md
- reporting:
- api/reporting/iv.md
- api/reporting/psi.md
- rescale:
- api/rescale/rescale.md
- datasets:
- api/datasets/load_uci_credit_card.md
- Discussion:
- Benchmarks: discussion/benchmarks.ipynb
- Benchmarks with Explainable Boosting Classifier: discussion/benchmark_with_EBM.ipynb
- Benchmarks vs alternatives: discussion/benchmark_stats_feature.ipynb
markdown_extensions:
- codehilite:
linenums: false
guess_lang: false
- attr_list
- abbr
- meta
- def_list
- admonition
- footnotes
- pymdownx.details
- pymdownx.tabbed
- pymdownx.superfences
- pymdownx.details
- pymdownx.keys
- pymdownx.snippets
- pymdownx.emoji:
emoji_index: !!python/name:materialx.emoji.twemoji
emoji_generator: !!python/name:materialx.emoji.to_svg
- pymdownx.inlinehilite
- pymdownx.highlight:
use_pygments: true
- pymdownx.critic:
mode: view
- pymdownx.betterem:
smart_enable: all
- pymdownx.tasklist:
custom_checkbox: true
- pymdownx.tasklist:
clickable_checkbox: true
- pymdownx.arithmatex:
generic: true
- pymdownx.caret
- pymdownx.mark
- pymdownx.tilde
- pymdownx.smartsymbols
- toc:
permalink: true
extra_javascript:
- assets/javascripts/config.js
- https://polyfill.io/v3/polyfill.min.js?features=es6
- https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js
extra_css:
- assets/stylesheets/mknotebooks.css