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awesome-synthetic-data

📖 A curated list of resources dedicated to synthetic data

code-of-conduct

contact-tracing-experiment

Pythonic implementation of Apple + Google's contact tracing proposal

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

fastcut-gan

Minimal implementation of FastCUT GAN algorithm from @taesengp

fluentbitlogging

Logging AWS EKS infrastructure with Fluent Bit.

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

gan-location-generator

Use FastCUT with public map images and location data from a few cities to generate realistic synthetic location data for any city in the world. Based on https://taesung.me/ContrastiveUnpairedTranslation/

gdpr-helpers

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

gnostic

A compiler for APIs described by the OpenAPI Specification with plugins for code generation and other API support tasks.

gretel-airflow-pipelines

Runbooks for running Gretel on Apache Airflow

gretel-blueprints

Public blueprints for data use cases

gretel-hybrid

Resources to help with setting up and running Gretel Hybrid

gretel-mlops

gretel-python-client

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

gretel-synthetics

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

gretel-tools

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

gretel-tuner

🎛️ Hyperparameter tuning with Optuna and the Gretel SDK

learning-paths

Gretel's Learning Paths and Tooling

multi-table

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

navigator-helpers

Navigator Helpers

public_research

Where Gretel published notebooks and code for blog posts

rediscover-2020-joinability

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

rules_python

Experimental Bazel Python Rules

s3-object-lambda-gretel-transforms

Use Gretel Transforms for S3 Object Lambda operations.

safe-location-density

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.

trainer

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