Gretel.ai's repositories
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
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.
gdpr-helpers
Generative models to automatically anonymize data to meet GDPR & CCPA standards.
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/
public_research
Where Gretel published notebooks and code for blog posts
gretel-tools
General tools for machine learning, data engineering, and more!
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.
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
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
gretel-airflow-pipelines
Runbooks for running Gretel on Apache Airflow
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
gretel-hybrid
Resources to help with setting up and running Gretel Hybrid
fastcut-gan
Minimal implementation of FastCUT GAN algorithm from @taesengp
learning-paths
Gretel's Learning Paths and Tooling
navigator-helpers
Navigator Helpers
rules_python
Experimental Bazel Python Rules
s3-object-lambda-gretel-transforms
Use Gretel Transforms for S3 Object Lambda operations.