Synthetic Data Generators
A statistical generator TRANXACT fits and runs itself, or an endpoint at a service hosting a trained model. Every run says which produced it.
Where to find it
- Module: Platform
- Group: Data & Documents
- Section: Geometry & Generation
- Screen: Synthetic Data Generators
Address in the console: /platform/generators
List · 10 columns · 11 fields on its form · 4 of them required · 2 actions
What the list shows
These are the columns of the list, in the order they are drawn. Any of them can be sorted on, filtered on, hidden, or exported.
| Column | Kind | Field name |
|---|---|---|
| Code | Code | code |
| Name | Text | name |
| Purpose | Status | purpose |
| For | Status | module |
| Engine | Status | engine_kind |
| Fitted to | Code | source_table |
| Rows | Number | fitted_rows |
| Produced | Number | records_produced |
| Withheld | Number | records_withheld |
| Standing | Status | standing |
The form
What is asked for when a record is created here. Required fields are marked; a choice drawn from a configuration list is one an administrator can extend without a release.
| Field | Type | Choices | Notes |
|---|---|---|---|
| Code required | Text | ||
| Name required | Text | ||
| Purpose required | Choice | defect_images, inspection_training, synthetic_cohort, image_augmentation, test_data, anomaly_examples, geometry_variants, demand_scenarios | |
| For which module required | Choice | mfg, ehr, scm, crm, hrms, platform | |
| Engine | Choice | statistical, external_gan, diffusion, llm, procedural | Statistical is the one TRANXACT runs itself. The others are trained elsewhere and need a reachable endpoint. |
| Vendor | Text | ||
| Endpoint | Text | ||
| Fit to which table | Text | scm.items | |
| Columns | Text | The columns to learn the distribution of. | |
| Privacy floor | Number | A synthetic row closer than this to a real one is withheld. | |
| Active | Yes or no |
What you can do here
Fit primary
Learns the distributions and correlations of the source columns.
Generate
Asks for: How many* Seed
* required
The rules that apply here
Everything on this screen obeys the platform rules rather than rules of its own. The ones worth knowing before you use it:
- Narrowing a list — search, conditions, sort, totals, export and saved views.
- What may be changed — the five grounds a record may not be edited on.
- Companies and business units — what the switcher above this list is doing to it.
- Creating a record — required fields, where choices come from, and how the number is allocated.
- Importing a spreadsheet — this screen accepts one, and it runs through the same rules as typing.