ATM
Auto Tune Models - A multi-tenant, multi-data system for automated machine learning.
AutoBazaar
AutoBazaar: An AutoML System from the Machine Learning Bazaar.
BTB
A simple, extensible library for developing AutoML systems.
Cardea
An open source automl library for using machine learning in healthcare.
Copulas
A library to model multivariate data using copulas.
CTGAN
Conditional GAN for generating synthetic tabular data.
Datareactor
Augmenting relational datasets by generating derived columns with known lineage.
DeepEcho
Synthetic Data Generation Python library for mixed-type, multivariate time series.
GreenGuard
AutoML for Renewable Energy Industries.
Metadata
This project formalizes a way to describe the multi entity, multi table, spatio temporal datasets.
MLBlocks
A library for composing end-to-end tunable machine learning pipelines.
MLPrimitives
Primitives for machine learning and data science.
Orion
A machine learning library for detecting anomalies in signals.
RDT
A library of Reversible Data Transforms.
SDGym
Benchmarking synthetic data generation methods.
SDMetrics
Metrics to evaluate quality and efficacy of synthetic datasets.
SDV
Synthetic Data Generation for tabular, relational, time series data.
TGAN
Generative adversarial training for generating synthetic tabular data.
Tracer
Data Lineage Tracing Library.
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