gretelai/public_research

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Jupyter Notebook
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Apache License 2.0
Created about 3 years ago
Updated about 1 year ago

gretelai/public_research

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Where Gretel published notebooks and code for blog posts

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

gdpr-helpers

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

trainer

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

gretel-tools

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

Jupyter Notebook

FluentBitLogging

Logging AWS EKS infrastructure with Fluent Bit.

navigator-helpers

Navigator Helpers

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

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

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

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

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