Gretel.ai

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30 repositories

gretel-blueprints
Public
Public blueprints for data use cases
Jupyter Notebook
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Apache License 2.0
•32•72•0•14•Updated Nov 25, 2024Nov 25, 2024
trainer
Public
Simple interface to synthesize complex and highly dimensional datasets using Gretel APIs.
deep-learning gan data-generation gans language-model synthetic-data machine-learning
Python
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Other
•7•29•0•0•Updated Nov 22, 2024Nov 22, 2024
gretel-python-client
Public
The Gretel Python Client allows you to interact with the Gretel REST API.
machine-learning privacy stream-processing datascience privacy-enhancing-technologies synthetic-data
Python
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Apache License 2.0
•19•53•0•0•Updated Nov 22, 2024Nov 22, 2024
gretel-synthetics
Public
Synthetic data generators for structured and unstructured text, featuring differentially private learning.
privacy artificial-intelligence differential-privacy synthetic-data tensorflow
Python
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Other
•87•596•0•0•Updated Nov 21, 2024Nov 21, 2024
gretel-code-synth
Public
Python
•0•0•0•0•Updated Nov 21, 2024Nov 21, 2024
gretel-hybrid
Public
Resources to help with setting up and running Gretel Hybrid
HCL
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Apache License 2.0
•0•1•0•0•Updated Nov 19, 2024Nov 19, 2024
data-card-generator
Public
Python
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Apache License 2.0
•0•0•0•0•Updated Nov 11, 2024Nov 11, 2024
navigator-helpers
Public
Navigator Helpers
ai agent-based synthetic-data llm llm-evaluation
Python
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Other
•0•9•0•3•Updated Nov 7, 2024Nov 7, 2024
gretel-mlops
Public
Python
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Apache License 2.0
•3•7•0•0•Updated Jun 25, 2024Jun 25, 2024
gretel-tuner
Public archive
🎛️ Hyperparameter tuning with Optuna and the Gretel SDK
Python
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Apache License 2.0
•0•2•0•0•Updated Oct 12, 2023Oct 12, 2023
public_research
Public
Where Gretel published notebooks and code for blog posts
Jupyter Notebook
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Apache License 2.0
•8•19•1•2•Updated Aug 26, 2023Aug 26, 2023
gnostic
Public
A compiler for APIs described by the OpenAPI Specification with plugins for code generation and other API support tasks.
Go
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Apache License 2.0
•251•1•0•0•Updated Apr 14, 2023Apr 14, 2023
gdpr-helpers
Public
Generative models to automatically anonymize data to meet GDPR & CCPA standards.
privacy ai gdpr anonymization synthetic-data generative-models ccpa
Python
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Other
•1•30•0•0•Updated Jan 24, 2023Jan 24, 2023
gretel-tools
Public
General tools for machine learning, data engineering, and more!
Jupyter Notebook
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Apache License 2.0
•2•14•0•0•Updated Dec 2, 2022Dec 2, 2022
s3-object-lambda-gretel-transforms
Public archive
Use Gretel Transforms for S3 Object Lambda operations.
Python
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Apache License 2.0
•0•0•0•0•Updated Nov 16, 2022Nov 16, 2022
multi-table
Public archive
Notebook and code to synthesize relational databases such as Postgres and Mysql.
postgres anonymization synthetic-data pii-detection
Jupyter Notebook
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Apache License 2.0
•1•8•0•1•Updated Oct 24, 2022Oct 24, 2022
code-of-conduct
Public
MIT License
•0•0•0•0•Updated Sep 1, 2022Sep 1, 2022
learning-paths
Public
Gretel's Learning Paths and Tooling
CSS
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Apache License 2.0
•0•0•0•0•Updated Aug 24, 2022Aug 24, 2022
awesome-synthetic-data
Public
📖 A curated list of resources dedicated to synthetic data
machine-learning awesome deep-learning time-series artificial-intelligence gan data-generation awesome-list synthetic-data
Apache License 2.0
•9•118•0•0•Updated Jul 29, 2022Jul 29, 2022
fun-with-synthetic-data
Public
A collection of notebooks full of whimsy and fun to show all of the cool things you can do with Gretel Synthetics
Jupyter Notebook
•0•7•0•0•Updated Jul 18, 2022Jul 18, 2022
rules_python
Public
Experimental Bazel Python Rules
Python
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Apache License 2.0
•542•0•0•0•Updated May 17, 2022May 17, 2022
doppelganger-torch
Public archive
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
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Apache License 2.0
•1•5•0•0•Updated Mar 23, 2022Mar 23, 2022
fastcut-gan
Public
Minimal implementation of FastCUT GAN algorithm from @taesengp
Apache License 2.0
•0•0•0•0•Updated Mar 17, 2022Mar 17, 2022
GAN-location-generator
Public
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/
Python
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Other
•417•22•0•0•Updated Feb 8, 2022Feb 8, 2022
gretel-airflow-pipelines
Public
Runbooks for running Gretel on Apache Airflow
airflow
Python
•3•6•0•0•Updated Feb 1, 2022Feb 1, 2022
synthetic-data-genomics
Public
Proof of concept code from Gretel.ai and Illumina using generative neural networks to create synthetic versions of mouse genotype and phenotype data.
genomics generative-model privacy-enhancing-technologies synthetic-data
Jupyter Notebook
•5•36•0•0•Updated Jan 19, 2022Jan 19, 2022
safe-location-density
Public
Python
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Apache License 2.0
•0•5•0•0•Updated Nov 10, 2021Nov 10, 2021
FluentBitLogging
Public
Logging AWS EKS infrastructure with Fluent Bit.
HCL
•5•11•0•0•Updated Aug 30, 2021Aug 30, 2021
rediscover-2020-joinability
Public archive
Sample code for Redis Conf talk on Joinability at scale using HyperLogLog
Python
•1•3•0•0•Updated May 11, 2020May 11, 2020
contact-tracing-experiment
Public
Pythonic implementation of Apple + Google's contact tracing proposal
Python
•2•8•0•0•Updated Apr 29, 2020Apr 29, 2020