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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:
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- content.code.copy
- content.tabs.link
- content.tooltips
- header.autohide
- search.highlight
- search.share
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- navigation.indexes
- navigation.footer
- content.action.edit
- navigation.tabs
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- navigation.top
- toc.follow
logo: "img/favicon.ico"
favicon: "img/favicon.ico"
palette:
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primary: indigo
accent: indigo
toggle:
icon: material/toggle-switch
name: Switch to dark mode
- scheme: slate
primary: purple
accent: red
toggle:
icon: material/toggle-switch-off-outline
name: Switch to light mode
custom_dir: docs/overrides
plugins:
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archive: false
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type: timeago
fallback_to_build_date: true
- charts
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is_video: True
video_autoplay: false
- git-committers:
repository: moj-analytical-services/splink
branch: master
- rss:
match_path: blog/posts/.*
date_from_meta:
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hooks:
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markdown_extensions:
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- pymdownx.details
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generic: true
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format: !!python/name:mkdocs_charts_plugin.fences.fence_vegalite
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format: !!python/name:pymdownx.superfences.fence_code_format
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toc_depth: 3
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emoji_index: !!python/name:material.extensions.emoji.twemoji
emoji_generator: !!python/name:material.extensions.emoji.to_svg
- footnotes
- neoteroi.cards
nav:
- Home: "index.md"
- 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"
- 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"
- Topic Guides:
- 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:
- Splink's SQL backends - Spark, DuckDB etc:
- Backends overview: "topic_guides/splink_fundamentals/backends/backends.md"
- PostgreSQL: "topic_guides/splink_fundamentals/backends/postgres.md"
- Link type - linking vs deduping: "topic_guides/splink_fundamentals/link_type.md"
- Defining Splink models: "topic_guides/splink_fundamentals/settings.md"
- Retrieving and querying Splink results: "topic_guides/splink_fundamentals/querying_splink_results.md"
- Data Preparation:
- Feature Engineering: "topic_guides/data_preparation/feature_engineering.md"
- Blocking:
- What are Blocking Rules?: "topic_guides/blocking/blocking_rules.md"
- Prediction Blocking Rules: "topic_guides/blocking/predictions.md"
- Model Training Blocking Rules: "topic_guides/blocking/model_training.md"
- Computational Performance: "topic_guides/blocking/performance.md"
- Comparing Records:
- Defining and customising comparisons: "topic_guides/comparisons/customising_comparisons.ipynb"
- Out-of-the-box comparisons: "topic_guides/comparisons/comparison_templates.ipynb"
- Comparing strings:
- Choosing comparators and thresholds: "topic_guides/comparisons/choosing_comparators.ipynb"
- String comparators: "topic_guides/comparisons/comparators.md"
- Phonetic transformations: "topic_guides/comparisons/phonetic.md"
- Regular Expressions: "topic_guides/comparisons/regular_expressions.md"
- Term-Frequency adjustments: "topic_guides/comparisons/term-frequency.md"
- 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"
- Documentation:
- Introduction: "documentation_index.md"
- API:
- Linker API:
- Full API: "linker.md"
- Exploratory analysis: "linkerexp.md"
- Blocking: "linkerbloc.md"
- Estimating model parameters: "linkerest.md"
- Predicting results: "linkerpred.md"
- Visualisation: "linkermodelviz.md"
- Evaluation: "linkereval.md"
- Comparisons Library API:
- Comparison Template Library: "comparison_template_library.md"
- Comparison Library: "comparison_library.md"
- Comparison Level Library: "comparison_level_library.md"
- Comparison Composition: "comparison_level_composition.md"
- Comparison Helpers: "comparison_helpers.md"
- Blocking Rule Library API:
- Blocking Rule Library: "blocking_rule_library.md"
- Blocking Rule Composition: "blocking_rule_composition.md"
- EM Training Session API: "em_training_session.md"
- SplinkDataFrame API: "SplinkDataFrame.md"
- Comparisons API:
- Comparison: "comparison.md"
- Comparison Level: "comparison_level.md"
- Charts Gallery:
- "charts/index.md"
- Exploratory Analysis:
- completeness chart: "charts/completeness_chart.ipynb"
- missingness chart: "charts/missingness_chart.ipynb"
- profile columns: "charts/profile_columns.ipynb"
- Blocking:
- cumulative num comparisons from blocking rules chart: "charts/cumulative_num_comparisons_from_blocking_rules_chart.ipynb"
- Comparison Helpers:
- 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_chart_from_labels_table.ipynb"
- precision recall chart from labels table: "charts/precision_recall_chart_from_labels_table.ipynb"
- roc chart fromm labels table: "charts/roc_chart_from_labels_table.ipynb"
- In-built datasets: "datasets.md"
- Settings:
- Settings Dictionary Reference: "settings_dict_guide.md"
- Interactive Settings Editor: "settingseditor/editor.md"
- Contributing:
- "dev_guides/index.md"
- Contributing to Splink:
- Contributor Guide: "dev_guides/CONTRIBUTING.md"
- Development Quickstart: "dev_guides/changing_splink/development_quickstart.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"
- Comparison and comparison level libraries:
- Creating new comparisons and comparison levels: "dev_guides/comparisons/new_library_comparisons_and_levels.md"
- Extending existing comparisons and comparison levels: "dev_guides/comparisons/extending_library_comparisons_and_levels.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:
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link: https://www.robinlinacre.com/
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