Djinn

Fake production data for ML.

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Console’s review

· Reviewed by David Mytton

What we like

Enables privacy compliant training of ML models on realistic fake data. Connects to your prod database via SQL, transforms (fakes) the data, then trains your model. Provides a report after training to confirm how realistic the trained data was. Supports tabular and event driven models. Export to ipynb. Cloud or self-hosted.

Tradeoffs

No dark mode. Pretty hefty minimum requirements for self-hosting, but ML training is compute & GPU intensive.

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