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Gretel.ai (@gretelai)

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gretel-synthetics

Synthetic data generators for structured and unstructured text, featuring differentially private learning.

awesome-synthetic-data

📖 A curated list of resources dedicated to synthetic data

gretel-blueprints

Public blueprints for data use cases

Jupyter Notebook

gretel-python-client

The Gretel Python Client allows you to interact with the Gretel REST API.

synthetic-data-genomics

Proof of concept code from Gretel.ai and Illumina using generative neural networks to create synthetic versions of mouse genotype and phenotype data.

Jupyter Notebook

trainer

Simple interface to synthesize complex and highly dimensional datasets using Gretel APIs.

gdpr-helpers

Generative models to automatically anonymize data to meet GDPR & CCPA standards.

public_research

Where Gretel published notebooks and code for blog posts

Jupyter Notebook

gretel-tools

General tools for machine learning, data engineering, and more!

Jupyter Notebook

FluentBitLogging

Logging AWS EKS infrastructure with Fluent Bit.

contact-tracing-experiment

Pythonic implementation of Apple + Google's contact tracing proposal

multi-table

Notebook and code to synthesize relational databases such as Postgres and Mysql.

Jupyter Notebook

gretel-mlops

doppelganger-torch

PyTorch implementation of DoppelGANger. This library has been moved to the gretel-synthetics package. Find the latest version here: https://github.com/gretelai/gretel-synthetics/tree/master/src/gretel_synthetics/timeseries_dgan

Jupyter Notebook

gretel-airflow-pipelines

Runbooks for running Gretel on Apache Airflow

fun-with-synthetic-data

A collection of notebooks full of whimsy and fun to show all of the cool things you can do with Gretel Synthetics

Jupyter Notebook

safe-location-density

rediscover-2020-joinability

Sample code for Redis Conf talk on Joinability at scale using HyperLogLog

gretel-tuner

🎛️ Hyperparameter tuning with Optuna and the Gretel SDK

navigator-helpers

Navigator Helpers

support

Repo for reporting bugs, feature requests, general feedback, etc to the Gretel.ai team

gretel-hybrid

Resources to help with setting up and running Gretel Hybrid