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mkdocs.yml
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site_name: Splink
site_url: https://moj-analytical-services.github.io/splink/
use_directory_urls: false
repo_url: https://github.com/moj-analytical-services/splink
edit_uri: edit/master/docs/
theme:
icon:
repo: fontawesome/brands/github
name: "material"
features:
- content.code.annotate
- content.code.copy
- content.tabs.link
- content.tooltips
- header.autohide
- search.highlight
- search.share
- search.suggest
- navigation.indexes
- navigation.footer
- content.action.edit
- navigation.tabs
- navigation.tabs.sticky
- navigation.top
- toc.follow
logo: "img/favicon.ico"
favicon: "img/favicon.ico"
palette:
- scheme: default
primary: teal
accent: purple
toggle:
icon: material/toggle-switch
name: Switch to dark mode
- scheme: slate
primary: teal
accent: purple
toggle:
icon: material/toggle-switch-off-outline
name: Switch to light mode
custom_dir: docs/overrides
plugins:
- blog:
post_date_format: long
archive: false
- search
- mknotebooks:
tag_remove_configs:
remove_input_tags:
- hide_input
remove_all_outputs_tags:
- hide_output
- tags
- mkdocstrings:
default_handler: python
handlers:
python:
rendering:
show_source: false
- charts
- mkdocs-video:
is_video: True
video_autoplay: false
- rss:
match_path: blog/posts/.*
date_from_meta:
as_creation: date
hooks:
- docs/hooks/__init__.py
markdown_extensions:
- abbr
- attr_list
- meta
- admonition
- md_in_html
- pymdownx.details
- pymdownx.arithmatex:
generic: true
- pymdownx.superfences:
custom_fences:
- name: vegalite
class: vegalite
format: !!python/name:mkdocs_charts_plugin.fences.fence_vegalite
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
- pymdownx.snippets:
auto_append:
- includes/abbreviations.md
- pymdownx.tabbed:
alternate_style: true
- toc:
permalink: True
toc_depth: 3
- attr_list
- pymdownx.emoji:
emoji_index: !!python/name:material.extensions.emoji.twemoji
emoji_generator: !!python/name:material.extensions.emoji.to_svg
- footnotes
- neoteroi.cards
nav:
- Getting Started: "getting_started.md"
- Tutorial:
- Introduction: "demos/tutorials/00_Tutorial_Introduction.ipynb"
- 1. Data prep prerequisites: "demos/tutorials/01_Prerequisites.ipynb"
- 2. Exploratory analysis: "demos/tutorials/02_Exploratory_analysis.ipynb"
- 3. Blocking: "demos/tutorials/03_Blocking.ipynb"
- 4. Estimating model parameters: "demos/tutorials/04_Estimating_model_parameters.ipynb"
- 5. Predicting results: "demos/tutorials/05_Predicting_results.ipynb"
- 6. Visualising predictions: "demos/tutorials/06_Visualising_predictions.ipynb"
- 7. Evaluation: "demos/tutorials/07_Evaluation.ipynb"
- Examples:
- Introduction: "demos/examples/examples_index.md"
- DuckDB:
- Deduplicate 50k rows historical persons: "demos/examples/duckdb/deduplicate_50k_synthetic.ipynb"
- Linking financial transactions: "demos/examples/duckdb/transactions.ipynb"
- Linking two tables of persons: "demos/examples/duckdb/link_only.ipynb"
- Real time record linkage: "demos/examples/duckdb/real_time_record_linkage.ipynb"
- Evaluation from ground truth column: "demos/examples/duckdb/accuracy_analysis_from_labels_column.ipynb"
- Estimating m probabilities from labels: "demos/examples/duckdb/pairwise_labels.ipynb"
- Quick and dirty persons model: "demos/examples/duckdb/quick_and_dirty_persons.ipynb"
- Deterministic dedupe: "demos/examples/duckdb/deterministic_dedupe.ipynb"
- Febrl3 Dedupe: "demos/examples/duckdb/febrl3.ipynb"
- Febrl4 link-only: "demos/examples/duckdb/febrl4.ipynb"
- Cookbook: "demos/examples/duckdb/cookbook.ipynb"
- PySpark:
- Deduplication using Pyspark: "demos/examples/spark/deduplicate_1k_synthetic.ipynb"
- Athena:
- Deduplicate 50k rows historical persons: "demos/examples/athena/deduplicate_50k_synthetic.ipynb"
- SQLite:
- Deduplicate 50k rows historical persons: "demos/examples/sqlite/deduplicate_50k_synthetic.ipynb"
- API Docs:
- Introduction: "api_docs/api_docs_index.md"
- Linker:
- Training: "api_docs/training.md"
- Visualisations: "api_docs/visualisations.md"
- Inference: "api_docs/inference.md"
- Clustering: "api_docs/clustering.md"
- Evaluation: "api_docs/evaluation.md"
- Table Management: "api_docs/table_management.md"
- Miscellaneous functions: "api_docs/misc.md"
- Comparisons Library:
- Comparison Library: "api_docs/comparison_library.md"
- Comparison Level Library: "api_docs/comparison_level_library.md"
- Other:
- Exploratory: "api_docs/exploratory.md"
- Blocking rule creator: "api_docs/blocking.md"
- Blocking analysis: "api_docs/blocking_analysis.md"
- SplinkDataFrame: "api_docs/splink_dataframe.md"
- EM Training Session API: "api_docs/em_training_session.md"
- SplinkDatasets: "api_docs/datasets.md"
- Settings Dict: "api_docs/settings_dict_guide.md"
- User Guide:
- Introduction: "topic_guides/topic_guides_index.md"
- Record Linkage Theory:
- Why do we need record linkage?: "topic_guides/theory/record_linkage.md"
- Probabilistic vs Deterministic linkage: "topic_guides/theory/probabilistic_vs_deterministic.md"
- The Fellegi-Sunter Model: "topic_guides/theory/fellegi_sunter.md"
- Linked Data as Graphs: "topic_guides/theory/linked_data_as_graphs.md"
- Linkage Models in Splink:
- Defining Splink models: "topic_guides/splink_fundamentals/settings.md"
- Retrieving and querying Splink results: "topic_guides/splink_fundamentals/querying_splink_results.md"
- Link type - linking vs deduping: "topic_guides/splink_fundamentals/link_type.md"
- Splink's SQL backends - Spark, DuckDB etc:
- Backends overview: "topic_guides/splink_fundamentals/backends/backends.md"
- PostgreSQL: "topic_guides/splink_fundamentals/backends/postgres.md"
- Data Preparation:
- Feature Engineering: "topic_guides/data_preparation/feature_engineering.md"
- Blocking:
- What are Blocking Rules?: "topic_guides/blocking/blocking_rules.md"
- Computational Performance: "topic_guides/blocking/performance.md"
- Model Training Blocking Rules: "topic_guides/blocking/model_training.md"
- Comparing Records:
- Comparisons and comparison levels: "topic_guides/comparisons/comparisons_and_comparison_levels.md"
- Defining and customising comparisons: "topic_guides/comparisons/customising_comparisons.ipynb"
- Out-of-the-box comparisons: "topic_guides/comparisons/out_of_the_box_comparisons.ipynb"
- Term frequency adjustments: "topic_guides/comparisons/term-frequency.md"
- Comparing strings:
- String comparators: "topic_guides/comparisons/comparators.md"
- Choosing string comparators: "topic_guides/comparisons/choosing_comparators.ipynb"
- Phonetic algorithms: "topic_guides/comparisons/phonetic.md"
- Regular expressions: "topic_guides/comparisons/regular_expressions.ipynb"
- Evaluation:
- Overview: "topic_guides/evaluation/overview.md"
- Model: "topic_guides/evaluation/model.md"
- Edges (Links):
- Overview: "topic_guides/evaluation/edge_overview.md"
- Edge Metrics: "topic_guides/evaluation/edge_metrics.md"
- Clerical Labelling: "topic_guides/evaluation/labelling.md"
- Clusters:
- Overview: "topic_guides/evaluation/clusters/overview.md"
- Graph metrics: "topic_guides/evaluation/clusters/graph_metrics.md"
- How to compute graph metrics: "topic_guides/evaluation/clusters/how_to_compute_metrics.ipynb"
- Performance:
- Run times, performance and linking large data: "topic_guides/performance/drivers_of_performance.md"
- Spark Performance:
- Optimising Spark performance: "topic_guides/performance/optimising_spark.md"
- Salting blocking rules: "topic_guides/performance/salting.md"
- DuckDB Performance:
- Optimising DuckDB performance: "topic_guides/performance/optimising_duckdb.md"
- Charts Gallery:
- "charts/index.md"
- Exploratory Analysis:
- completeness chart: "charts/completeness_chart.ipynb"
- profile columns: "charts/profile_columns.ipynb"
- Blocking:
- cumulative num comparisons from blocking rules chart: "charts/cumulative_comparisons_to_be_scored_from_blocking_rules_chart.ipynb"
- Similarity analysis:
- Comparator score chart: "topic_guides/comparisons/choosing_comparators.html#comparing-string-similarity-and-distance-scores"
- Comparator score threshold chart: "topic_guides/comparisons/choosing_comparators.html#choosing-thresholds"
- Phonetic match chart: "topic_guides/comparisons/choosing_comparators.html#phonetic-matching"
- Model Training:
- comparison viewer dashboard: "charts/comparison_viewer_dashboard.ipynb"
- match weights chart: "charts/match_weights_chart.ipynb"
- m u parameters chart: "charts/m_u_parameters_chart.ipynb"
- parameter estimate comparisons chart: "charts/parameter_estimate_comparisons_chart.ipynb"
- tf adjustment chart: "charts/tf_adjustment_chart.ipynb"
- unlinkables chart: "charts/unlinkables_chart.ipynb"
- waterfall chart: "charts/waterfall_chart.ipynb"
- Clustering:
- cluster studio dashboard: "charts/cluster_studio_dashboard.ipynb"
- Model Evaluation:
- accuracy chart from labels table: "charts/accuracy_analysis_from_labels_table.ipynb"
- threshold selection tool: charts/threshold_selection_tool_from_labels_table.ipynb
- Contributing:
- "dev_guides/index.md"
- Contributing to Splink:
- Contributor Guide: "dev_guides/CONTRIBUTING.md"
- Development Quickstart: "dev_guides/changing_splink/development_quickstart.md"
- Building your local environment: "dev_guides/changing_splink/building_env_locally.md"
- Linting and Formatting: "dev_guides/changing_splink/lint_and_format.md"
- Testing: "dev_guides/changing_splink/testing.md"
- Contributing to Documentation: "dev_guides/changing_splink/contributing_to_docs.md"
- Managing Dependencies with Poetry: "dev_guides/changing_splink/managing_dependencies_with_poetry.md"
- Releasing a Package Version: "dev_guides/changing_splink/releases.md"
- Contributing to the Splink Blog: "dev_guides/changing_splink/blog_posts.md"
- How Splink works:
- Understanding and debugging Splink: "dev_guides/debug_modes.md"
- Transpilation using sqlglot: "dev_guides/transpilation.md"
- Performance and caching:
- Caching and pipelining: "dev_guides/caching.md"
- Spark caching: "dev_guides/spark_pipelining_and_caching.md"
- Charts:
- Understanding and editing charts: "dev_guides/charts/understanding_and_editing_charts.md"
- Building new charts: "dev_guides/charts/building_charts.ipynb"
- User-Defined Functions: "dev_guides/udfs.md"
- Settings Validation:
- Settings Validation Overview: "dev_guides/settings_validation/settings_validation_overview.md"
- Extending the Settings Validator: "dev_guides/settings_validation/extending_settings_validator.md"
- Dependency Compatibility Policy: "dev_guides/dependency_compatibility_policy.md"
- Blog:
- blog/index.md
extra_css:
- css/custom.css
- css/neoteroi-mkdocs.css
extra_javascript:
- javascripts/mathjax.js
- https://polyfill.io/v3/polyfill.min.js?features=es6
- https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js
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- https://cdn.jsdelivr.net/npm/vega-lite@5
- https://cdn.jsdelivr.net/npm/vega-embed@6
extra:
analytics:
provider: google
property: G-L6JT8NK528
social:
- icon: fontawesome/brands/github
link: https://github.com/moj-analytical-services/splink
- icon: fontawesome/brands/python
link: https://pypi.org/project/splink/
- icon: fontawesome/solid/chevron-right
link: https://www.robinlinacre.com/
- icon: fontawesome/solid/rss
link: https://moj-analytical-services.github.io/splink/feed_rss_created.xml
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