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site_name: KDP - Keras Data Preprocessor
site_url: https://unicolab.github.io/keras-data-processor
docs_dir: docs
theme:
name: "material"
icon:
logo: material/atom
admonition:
note: octicons/tag-16
abstract: octicons/checklist-16
info: octicons/info-16
tip: octicons/squirrel-16
success: octicons/check-16
question: octicons/question-16
warning: octicons/alert-16
failure: octicons/x-circle-16
danger: octicons/zap-16
bug: octicons/bug-16
example: octicons/beaker-16
quote: octicons/quote-16
palette:
# Light mode
- media: "(prefers-color-scheme: light)"
scheme: default
primary: black
accent: black
toggle:
icon: material/toggle-switch-off-outline
name: Switch to dark mode
# Dark mode
- media: "(prefers-color-scheme: dark)"
scheme: slate
primary: teal
accent: teal
toggle:
icon: material/toggle-switch
name: Switch to light mode
nav:
- 🏠 Home: index.md
- 🚀 Getting Started:
- 📦 Installation: getting-started/installation.md
- 🎯 Quick Start: getting-started/quick-start.md
- 🌍 Why KDP?: getting-started/motivation.md
- 🧩 Architecture Overview: getting-started/architecture.md
- 📚 Feature Types:
- 🛠️ Features Overview: features/overview.md
- 🔢 Numerical Features: features/numerical-features.md
- 🏷️ Categorical Features: features/categorical-features.md
- 📝 Text Features: features/text-features.md
- 📅 Date Features: features/date-features.md
- 📊 Time Series Features: features/time_series_features.md
- ➕ Cross Features: features/cross-features.md
- 🔄 Passthrough Features: features/passthrough-features.md
- 🧠 Advanced Features:
- 📊 Distribution-Aware Encoding: advanced/distribution-aware-encoding.md
- 🔢 Advanced Numerical Embeddings: advanced/numerical-embeddings.md
- 👁️ Tabular Attention: advanced/tabular-attention.md
- 🤖 Transformer Blocks: advanced/transformer-blocks.md
- 🧩 Feature-wise Mixture of Experts: advanced/feature-moe.md
- 🛠️ Custom Preprocessing Pipelines: advanced/custom-preprocessing.md
- ⚡ Optimization:
- 🎯 Feature Selection: optimization/feature-selection.md
- 📈 Tabular Optimization: optimization/tabular-optimization.md
- ⚙️ Auto-Configuration: optimization/auto-configuration.md
- 📖 Examples:
- 🧪 Basic Examples: examples/basic-examples.md
- 🔥 Complex Examples: examples/complex-examples.md
- 🧮 Categorical Hashing: examples/categorical-hashing-example.md
- 🔌 Integration:
- 🔄 Integration Overview: integrations/overview.md
- 🤝 Contributing:
- 🍻 Contributing Guide: contributing/overview.md
- 📝 Auto-Documentation: contributing/development/auto-documentation.md
- 🖼️ Images Organization: contributing/development/images-organization.md
- 📑 API Reference:
- 🏭 Layers Factory: api/layers-factory.md
- 📚 API Index: generated/api_index.md
repo_name: Keras Data Preprocessor
repo_url: https://github.com/UnicoLab/keras-data-processor
markdown_extensions:
- attr_list
- md_in_html
- admonition
- tables
- pymdownx.details
- pymdownx.highlight
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
- pymdownx.inlinehilite
- pymdownx.snippets
- pymdownx.tasklist:
custom_checkbox: true
- pymdownx.tabbed:
alternate_style: true
plugins:
- search
- autorefs:
link_titles: true
- mkdocstrings:
handlers:
python:
options:
show_root_heading: true
show_source: true
- mike:
canonical_version: null
version_selector: true
css_dir: css
javascript_dir: js
- redirects:
redirect_maps:
# Old to new mappings
'features.md': 'features/overview.md'
'quick_start.md': 'getting-started/quick-start.md'
'distribution_aware_encoder.md': 'advanced/distribution-aware-encoding.md'
'advanced_numerical_embeddings.md': 'advanced/numerical-embeddings.md'
'tabular_attention.md': 'advanced/tabular-attention.md'
'feature_selection.md': 'optimization/feature-selection.md'
'advanced/feature-selection.md': 'optimization/feature-selection.md'
'auto_configuration.md': 'optimization/auto-configuration.md'
'complex_examples.md': 'examples/complex-examples.md'
'integrations.md': 'integrations/overview.md'
'feature_moe.md': 'advanced/feature-moe.md'
'transformer_blocks.md': 'advanced/transformer-blocks.md'
'custom_preprocessing.md': 'advanced/custom-preprocessing.md'
'contributing.md': 'contributing/overview.md'
# API reference redirects
'reference/api-reference.md': 'generated/api_index.md'
'reference/parameters.md': 'generated/api_index.md'
'reference/glossary.md': 'generated/api_index.md'
# Integration specific redirects
'integrations/tensorflow.md': 'integrations/overview.md'
'integrations/pytorch.md': 'integrations/overview.md'
'integrations/scikit-learn.md': 'integrations/overview.md'
'integrations/production.md': 'integrations/overview.md'
# Examples redirects
'examples/classification.md': 'examples/complex-examples.md'
'examples/regression.md': 'examples/complex-examples.md'
'examples/recommendation.md': 'examples/complex-examples.md'
'examples/hashing.md': 'examples/categorical-hashing-example.md'
'hashing.md': 'examples/categorical-hashing-example.md'
'categorical-hashing.md': 'examples/categorical-hashing-example.md'
# Contributing redirects
'contributing/development.md': 'contributing/development/auto-documentation.md'
'contributing/testing.md': 'contributing/overview.md'
'contributing/contributing.md': 'contributing/overview.md'
# Extra pages that might be referenced
'memory_optimization.md': 'optimization/tabular-optimization.md'
'benchmarking.md': 'optimization/tabular-optimization.md'
'optimization/memory-optimization.md': 'optimization/tabular-optimization.md'
# Disable directory URLs to make relative paths work better
use_directory_urls: false
extra:
version:
provider: mike
social:
- icon: fontawesome/brands/github
link: https://github.com/UnicoLab/keras-data-processor
- icon: fontawesome/brands/python
link: https://pypi.org/project/keras-data-processor/
extra_javascript:
- assets/js/fix-image-paths.js