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site_name: Presidio Research
site_url: https://data-privacy-stack.github.io/presidio-research
site_description: Evaluation and data-science tooling for Presidio and PII detection models.
site_author: Data Privacy Stack
copyright: '<a href="https://dataprivacystack.org/">Data Privacy Stack</a>'
repo_url: https://github.com/data-privacy-stack/presidio-research/
edit_uri: ""
# The Home page and the notebook pages are *collected* into the docs tree at
# build time by scripts/zensical_build.py (README.md -> index.md, and the
# notebooks/ tutorials -> notebooks/*.md). They are not committed under docs/;
# the build script stages and converts them before Zensical runs.
nav:
- Home: index.md
- Concepts:
- Evaluation strategies:
- Home: evaluation.md
- Token evaluation: token_evaluation.md
- Span evaluation: span_evaluation.md
- Span matching strategies: span_matching_strategies.md
- Entity Mapping:
- Entity hierarchy: entity_hierarchy.md
- Why canonical entity mapping: why_canonical_entity_mapping.md
- Mapping scenarios: mapping_scenarios.md
- Data generation: data_generation.md
- Tutorials:
- Generate data: notebooks/1_Generate_data.ipynb
- PII dataset EDA: notebooks/2_PII_EDA.ipynb
- Split by pattern: notebooks/3_Split_by_pattern_number.ipynb
- Evaluate Presidio Analyzer: notebooks/4_Evaluate_Presidio_Analyzer.ipynb
- Evaluate a custom Analyzer: notebooks/5_Evaluate_Custom_Presidio_Analyzer.ipynb
- Interactive entity mapping: notebooks/6_Interactive_Entity_Mapping.ipynb
- Presidio ↗: https://presidio.dataprivacystack.org
theme:
name: material
palette:
- media: "(prefers-color-scheme: light)"
scheme: default
primary: custom
accent: custom
toggle:
icon: material/weather-night
name: Switch to dark mode
- media: "(prefers-color-scheme: dark)"
scheme: slate
primary: custom
accent: custom
toggle:
icon: material/weather-sunny
name: Switch to light mode
font:
text: Inter
code: JetBrains Mono
logo: assets/dps-icon.svg
favicon: assets/dps-icon.svg
icon:
repo: fontawesome/brands/github
features:
- navigation.instant
- navigation.instant.progress
- content.tabs.link
- content.code.copy
- content.code.annotate
- navigation.tabs
- navigation.tabs.sticky
- navigation.top
- navigation.footer
- search.suggest
- search.highlight
- toc.follow
extra_css:
- stylesheets/extra.css
plugins:
- search
extra:
social:
- icon: fontawesome/brands/github
link: https://github.com/data-privacy-stack/presidio-research
- icon: fontawesome/brands/discord
link: https://discord.gg/MewtBGFquB
- icon: fontawesome/solid/envelope
link: mailto:presidio@dataprivacystack.org
markdown_extensions:
- meta
- admonition
- pymdownx.highlight
- pymdownx.superfences
- pymdownx.pathconverter
- pymdownx.tabbed:
alternate_style: true
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format