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Product briefing
ArcoreTrainR
ProductionDeveloper Tooling
Beginner-friendly ML platform with guided workflow engine, dataset analyzer, and polyglot algorithm library. Sprint 6 adds production dashboards: experiment tracker, model registry, fairness monitor, and A/B testing for model variants.
API: Available
Endpoints
4
Key features
6
Stack components
6
Controls noted
5
What changed
May 15, 2026: Added governance-aligned copy, compare tooling support, and transparency notes.
Key Features
- 1Interactive decision tree and dataset analyzer to recommend algorithms/metrics
- 2Polyglot algorithm library with code examples (Python, R, MATLAB, Julia, Scala)
- 3Experiment tracker with runs, metrics, tags, and history
- 4Model registry for versioned deployments
- 5Fairness monitor for bias detection and reporting
- 6A/B testing for model variants with significance tracking
API Endpoints
| Method | Path | Description |
|---|---|---|
| API | /api/experiments | Manage experiments, runs, and metrics |
| API | /api/registry | Manage model versions and promotions |
| API | /api/fairness | Run fairness analysis and retrieve reports |
| API | /api/ab-tests | Manage and compare A/B test variants |
Usage Example
bash
# Create an experiment and log a run
curl -H "Authorization: Bearer $TOKEN" -X POST https://trainr.internal/api/experiments -d @experiment.json
curl -H "Authorization: Bearer $TOKEN" -X POST https://trainr.internal/api/experiments/{id}/runs -d @run.json
# Analyze fairness and start an A/B test
curl -H "Authorization: Bearer $TOKEN" -X POST https://trainr.internal/api/fairness -d @fairness.json
curl -H "Authorization: Bearer $TOKEN" -X POST https://trainr.internal/api/ab-tests -d @abtest.jsonRecommended next products
Tech Stack
DjangoNext.js/ReactTypeScriptSQLitePostgreSQLPlaywright
Authentication
- •**Header:** `Authorization: Bearer <token>`
- •**Scopes:** Experiments, registry promotions, fairness reports, and A/B test management.
Compliance & Security
Compliance
- ✓Experiment/registry history provides audit trail for model decisions
- ✓Fairness monitor surfaces bias and can gate promotions
- ✓Token-based auth with role-based permissions; production DB on PostgreSQL
Security
- ✓TLS 1.3
- ✓AES-256 encryption
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