Andrew Carr

Downstream ML classification with Gretel ACTGAN and PyCaret

Learn about downstream machine learning tasks and synthetic data with Gretel’s new ACTGAN model and the PyCaret library
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How to safely work with another company's data

Data sharing is central to modern business but entails risks. Synthetic data can enable data sharing while reducing the risk of privacy-compromising linkage attacks.
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Synthetic Image Models for Smart Agriculture

Learn how synthetic image models can address data drift and improve a computer vision model's accuracy in unexpected conditions.
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Evaluating Data Sampling Methods with a Synthetic Quality Score

An evaluation of the effect of sampling procedures on the quality of synthetic tabular data using Gretel.ai's Synthetic Quality Score (SQS).
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Copyright © 2022 Gretel.ai

What is Model Soup?

A brief exploration of model soup, the new ensembling technique that takes the average weights of multiple models to improve overall performance.
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Copyright © 2022 Gretel.ai

Diffusion models for document synthesis

Explore state-of-the-art image synthetics for business documents using diffusion models.
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