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Automated Data Exposure Detection with Gretel Outpost

Gretel Outpost is a free integration architecture that automates the steps that a security team would take in assessing the risk or exposure to data.
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Copyright (©) 2023 Gretel.

Install TensorFlow and PyTorch with CUDA, cUDNN, and GPU Support in 3 Easy Steps

Set up a cutting-edge environment for deep learning with TensorFlow 2.10, PyTorch, Docker, and GPU support.
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Credit: sylv1rob1 via ShutterStock

Create a Location Generator GAN

How to train a FastCUT GAN on public location data from a few cities to predict realistic e-bike locations across the world.
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Create artificial data with Gretel Synthetics and Google Colaboratory

Use Gretel Synthetics and Colaboratory’s free GPUs to train a model to automatically generate fake, anonymized data with differential privacy guarantees.
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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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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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Copyright © 2022 Gretel.ai

Create Synthetic Time-series Data with DoppelGANger and PyTorch

Generate synthetic time series data with Gretel.ai’s open-source PyTorch implementation of DoppelGANger.
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Common misconceptions about differential privacy

This article clarifies some common misconceptions about differential privacy and what it guarantees.
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Using generative, differentially-private models to build privacy-enhancing, synthetic datasets from real data.

We’re going to train and build our synthetic dataset off of a real-time public feed of e-bike ride-share data called the GBFS (General Bike-share Feed)
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Copyright © 2022 Gretel.ai

Community Insights: Overcoming Medical Class Imbalance with Synthetic Data

An interview with one of Gretel's users on why medical practitioners turn to synthetic data when overcoming challenges with clinical data.
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