kveerama

SDV

Synthetic data generation for tabular data

CTGAN

Conditional GAN for generating synthetic tabular data.

Orion

A machine learning library for detecting anomalies in signals.

evalml

EvalML is an AutoML library written in python.

Copulas

A library to model multivariate data using copulas.

ATM

Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).

tsflex

Flexible time series feature extraction & processing

opentuner

An extensible framework for program autotuning

tensil

Open source machine learning accelerators

gridstatus

Extract data from ISOs and other energy grid sources

SDGym

Benchmarking synthetic data generation methods.

SDMetrics

Metrics to evaluate quality and efficacy of synthetic datasets.

BTB

A simple, extensible library for developing AutoML systems

woodwork

Woodwork is a Python library that provides robust methods for managing and communicating data typing information.

Cardea

An open source automl library for using machine learning in healthcare.

autonormalize

python library for automated dataset normalization

DeepEcho

Synthetic Data Generation for mixed-type, multivariate time series.

categorical_encoding

Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library

nlp_primitives

Natural Language Processing primitives for Featuretools

ballet

☀️🦶 A lightweight framework for collaborative, open-source feature engineering

fibber

DataTracer

Data Lineage Tracing Library

pyreal

An easier approach to using and understanding ML models

sintel

Zephyr

https://dtail.gitbook.io/zephyr/

Tiresias

Privacy Preserving Peer-to-Peer Machine Learning

SigPro

Signal Processing Tools

iBOCA

iBOCA - An app for testing cognitive functions

predict-life-outcomes

Collaborating to solve the Fragile Families Challenge using the Ballet framework

MetaData

This project formalizes a way to describe the multi entity, multi table, spatio temporal datasets