Pinned Repositories
awesome-synthetic-data
📖 A curated list of resources dedicated to synthetic data
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.
gretel-blueprints
Public blueprints for data use cases
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!
public_research
Where Gretel published notebooks and code for blog posts
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.
Gretel.ai's Repositories
gretelai/gretel-synthetics
Synthetic data generators for structured and unstructured text, featuring differentially private learning.
gretelai/awesome-synthetic-data
📖 A curated list of resources dedicated to synthetic data
gretelai/gretel-blueprints
Public blueprints for data use cases
gretelai/gretel-python-client
The Gretel Python Client allows you to interact with the Gretel REST API.
gretelai/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.
gretelai/gdpr-helpers
Generative models to automatically anonymize data to meet GDPR & CCPA standards.
gretelai/trainer
Simple interface to synthesize complex and highly dimensional datasets using Gretel APIs.
gretelai/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/
gretelai/public_research
Where Gretel published notebooks and code for blog posts
gretelai/gretel-tools
General tools for machine learning, data engineering, and more!
gretelai/FluentBitLogging
Logging AWS EKS infrastructure with Fluent Bit.
gretelai/contact-tracing-experiment
Pythonic implementation of Apple + Google's contact tracing proposal
gretelai/multi-table
Notebook and code to synthesize relational databases such as Postgres and Mysql.
gretelai/navigator-helpers
Navigator Helpers
gretelai/gretel-mlops
gretelai/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
gretelai/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
gretelai/gretel-airflow-pipelines
Runbooks for running Gretel on Apache Airflow
gretelai/safe-location-density
gretelai/rediscover-2020-joinability
Sample code for Redis Conf talk on Joinability at scale using HyperLogLog
gretelai/gretel-tuner
🎛️ Hyperparameter tuning with Optuna and the Gretel SDK
gretelai/gnostic
A compiler for APIs described by the OpenAPI Specification with plugins for code generation and other API support tasks.
gretelai/gretel-hybrid
Resources to help with setting up and running Gretel Hybrid
gretelai/code-of-conduct
gretelai/fastcut-gan
Minimal implementation of FastCUT GAN algorithm from @taesengp
gretelai/learning-paths
Gretel's Learning Paths and Tooling
gretelai/rules_python
Experimental Bazel Python Rules
gretelai/s3-object-lambda-gretel-transforms
Use Gretel Transforms for S3 Object Lambda operations.