Frances Hartwell (frances-h)

frances-h

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featuretools

An open source python library for automated feature engineering

Language:PythonLicense:BSD-3-ClauseStargazers:7213Issues:156Issues:1011

SDV

Synthetic data generation for tabular data

Language:PythonLicense:NOASSERTIONStargazers:2308Issues:43Issues:1300

CTGAN

Conditional GAN for generating synthetic tabular data.

Language:PythonLicense:NOASSERTIONStargazers:1241Issues:23Issues:209

Copulas

A library to model multivariate data using copulas.

Language:PythonLicense:NOASSERTIONStargazers:545Issues:21Issues:191

compose

A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.

Language:PythonLicense:BSD-3-ClauseStargazers:491Issues:28Issues:118

TGAN

Generative adversarial training for generating synthetic tabular data.

Language:PythonLicense:MITStargazers:279Issues:27Issues:60

SDGym

Benchmarking synthetic data generation methods.

Language:PythonLicense:NOASSERTIONStargazers:254Issues:18Issues:148

SDMetrics

Metrics to evaluate quality and efficacy of synthetic datasets.

Language:PythonLicense:MITStargazers:204Issues:13Issues:284

RDT

A library of Reversible Data Transforms

Language:PythonLicense:NOASSERTIONStargazers:117Issues:16Issues:384