# Synthetic Data Vault

## Synthetic Data Vault

- [Welcome to the SDV!](https://docs.sdv.dev/sdv/welcome-to-the-sdv.md)
- [Get Started](https://docs.sdv.dev/sdv/get-started.md)
- [SDV Community](https://docs.sdv.dev/sdv/explore/sdv-community.md)
- [SDV Enterprise](https://docs.sdv.dev/sdv/explore/sdv-enterprise.md)
- [SDV Bundles](https://docs.sdv.dev/sdv/explore/sdv-bundles.md)
- [❖ AI Connectors](https://docs.sdv.dev/sdv/explore/sdv-bundles/ai-connectors.md)
- [❖ CAG](https://docs.sdv.dev/sdv/explore/sdv-bundles/cag.md)
- [❖ Differential Privacy](https://docs.sdv.dev/sdv/explore/sdv-bundles/differential-privacy.md)
- [❖ Targeted Sampling](https://docs.sdv.dev/sdv/explore/sdv-bundles/targeted-sampling.md)
- [❖ XSynthesizers](https://docs.sdv.dev/sdv/explore/sdv-bundles/xsynthesizers.md)
- [Compare Features](https://docs.sdv.dev/sdv/explore/compare-features.md)
- [❖ SDV Agent](https://docs.sdv.dev/sdv/agents/sdv-agent.md)
- [Overview](https://docs.sdv.dev/sdv/integration/overview.md)
- [Data Modalities](https://docs.sdv.dev/sdv/integration/overview/data-modalities.md)
- [Connect Your Database](https://docs.sdv.dev/sdv/integration/db.md)
- [❖ Integration](https://docs.sdv.dev/sdv/integration/db/integration.md)
- [❖ AlloyDB](https://docs.sdv.dev/sdv/integration/db/integration/alloydb.md)
- [❖ BigQuery](https://docs.sdv.dev/sdv/integration/db/integration/bigquery.md)
- [❖ MSSQL](https://docs.sdv.dev/sdv/integration/db/integration/mssql.md)
- [❖ Oracle](https://docs.sdv.dev/sdv/integration/db/integration/oracle.md)
- [❖ PostgreSQL](https://docs.sdv.dev/sdv/integration/db/integration/postgresql.md)
- [❖ Spanner](https://docs.sdv.dev/sdv/integration/db/integration/spanner.md)
- [❖ Usage API](https://docs.sdv.dev/sdv/integration/db/api.md)
- [Import Local Data](https://docs.sdv.dev/sdv/integration/local.md)
- [CSV](https://docs.sdv.dev/sdv/integration/local/csv.md)
- [Excel](https://docs.sdv.dev/sdv/integration/local/excel.md)
- [Additional File Formats](https://docs.sdv.dev/sdv/integration/local/additional-file-formats.md)
- [Metadata](https://docs.sdv.dev/sdv/integration/metadata.md)
- [Sdtypes](https://docs.sdv.dev/sdv/integration/metadata/sdtypes.md)
- [Metadata API](https://docs.sdv.dev/sdv/integration/metadata/metadata-api.md)
- [Metadata JSON](https://docs.sdv.dev/sdv/integration/metadata/metadata-json.md)
- [Data Lineage](https://docs.sdv.dev/sdv/integration/metadata/data-lineage.md)
- [Utilities](https://docs.sdv.dev/sdv/integration/utils.md)
- [Cleaning Your Data](https://docs.sdv.dev/sdv/integration/utils/cleaning.md)
- [Demo Data](https://docs.sdv.dev/sdv/integration/utils/demo.md)
- [Single Table Synthesizers](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers.md)
- [GaussianCopulaSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/gaussiancopulasynthesizer.md)
- [CTGANSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/ctgansynthesizer.md)
- [TVAESynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/tvaesynthesizer.md)
- [❖ XGCSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/xgcsynthesizer.md)
- [❖ BootstrapSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/bootstrapsynthesizer.md)
- [❖ SegmentSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/segmentsynthesizer.md)
- [＊ DayZSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/dayzsynthesizer.md)
- [❖ DPGCSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/dpgcsynthesizer.md)
- [❖ DPGCFlexSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/dpgcflexsynthesizer.md)
- [CopulaGANSynthesizer](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/copulagansynthesizer.md)
- [Fast ML Preset](https://docs.sdv.dev/sdv/modeling/single-table-synthesizers/fast-ml-preset.md)
- [Multi Table Synthesizers](https://docs.sdv.dev/sdv/modeling/multi-table-synthesizers.md)
- [＊ DayZSynthesizer](https://docs.sdv.dev/sdv/modeling/multi-table-synthesizers/dayzsynthesizer.md)
- [＊ IndependentSynthesizer](https://docs.sdv.dev/sdv/modeling/multi-table-synthesizers/independentsynthesizer.md)
- [HMASynthesizer](https://docs.sdv.dev/sdv/modeling/multi-table-synthesizers/hmasynthesizer.md)
- [＊ HSASynthesizer](https://docs.sdv.dev/sdv/modeling/multi-table-synthesizers/hsasynthesizer.md)
- [＊ Performance Estimates](https://docs.sdv.dev/sdv/modeling/multi-table-synthesizers/performance-estimates.md)
- [Sequential Synthesizers](https://docs.sdv.dev/sdv/modeling/sequential-synthesizers.md)
- [PARSynthesizer](https://docs.sdv.dev/sdv/modeling/sequential-synthesizers/parsynthesizer.md)
- [Constraint-Augmented Generation (CAG)](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag.md)
- [❖ Auto-Detect Constraints](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/auto-detect-constraints.md)
- [Predefined Constraints](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints.md)
- [FixedCombinations](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/fixedcombinations.md)
- [FixedIncrements](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/fixedincrements.md)
- [Inequality](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/inequality.md)
- [OneHotEncoding](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/onehotencoding.md)
- [Range](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/range.md)
- [❖ CarryOverColumns](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/carryovercolumns.md)
- [❖ ChainedInequality](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/chainedinequality.md)
- [❖ ColumnFormula](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/columnformula.md)
- [❖ CompositeKeys](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/compositekeys.md)
- [❖ DenormalizedTable](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/denormalizedtable.md)
- [❖ FixedNullCombinations](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/fixednullcombinations.md)
- [❖ ForeignToForeignKey](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/foreigntoforeignkey.md)
- [❖ ForeignToPrimaryKeySubset](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/foreigntoprimarykeysubset.md)
- [❖ MixedScales](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/mixedscales.md)
- [❖ Polymorphic Relationship](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/polymorphic-relationship.md)
- [❖ PrimaryToPrimaryKey](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/primarytoprimarykey.md)
- [❖ PrimaryToPrimaryKeySubset](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/primarytoprimarykeysubset.md)
- [❖ ReferenceTable](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/referencetable.md)
- [❖ SelfReferentialHierarchy](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/selfreferentialhierarchy.md)
- [❖ UniqueBridgeTable](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/uniquebridgetable.md)
- [Deprecated Constraints](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/predefined-constraints/deprecated-constraints.md)
- [Constraints API](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/constraints-api.md)
- [Program Your Own Constraint](https://docs.sdv.dev/sdv/modeling/constraint-augmented-generation-cag/program-your-own-constraint.md)
- [Configuration](https://docs.sdv.dev/sdv/modeling/configuration.md)
- [❖ Range Extrapolation](https://docs.sdv.dev/sdv/modeling/configuration/range-extrapolation.md)
- [Flexible Preprocessing](https://docs.sdv.dev/sdv/modeling/configuration/preprocessing.md)
- [Sample Realistic Data](https://docs.sdv.dev/sdv/sampling/sample-realistic-data.md)
- [Conditional Sampling](https://docs.sdv.dev/sdv/sampling/conditional.md)
- [Single Table Conditional Sampling](https://docs.sdv.dev/sdv/sampling/conditional/single-table.md)
- [❖ Multi Table Conditional Sampling](https://docs.sdv.dev/sdv/sampling/conditional/multi-table.md)
- [Sequential Conditional Sampling](https://docs.sdv.dev/sdv/sampling/conditional/sequential.md)
- [Exporting Synthetic Data](https://docs.sdv.dev/sdv/sampling/export.md)
- [Diagnostic](https://docs.sdv.dev/sdv/evaluation/diagnostic.md)
- [Data Quality](https://docs.sdv.dev/sdv/evaluation/data-quality.md)
- [Visualization](https://docs.sdv.dev/sdv/evaluation/visualization.md)
- [Privacy](https://docs.sdv.dev/sdv/evaluation/privacy.md)
- [Empirical Differential Privacy](https://docs.sdv.dev/sdv/evaluation/privacy/empirical-differential-privacy.md)
- [Anonymizing PII Values](https://docs.sdv.dev/sdv/evaluation/privacy/anonymizing-pii-values.md)
- [Troubleshooting](https://docs.sdv.dev/sdv/support/troubleshooting.md)
- [Help with Installation](https://docs.sdv.dev/sdv/support/troubleshooting/installation.md)
- [Help with SDV](https://docs.sdv.dev/sdv/support/troubleshooting/sdv-usage.md)
- [Versioning & Backwards Compatibility Policy](https://docs.sdv.dev/sdv/support/versioning-and-backwards-compatibility-policy.md)
- [Updated Docs Navigation](https://docs.sdv.dev/sdv/support/new-docs-announcement.md)


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