Projects

44 repositories, 8941 commits, 173 contributors

AnonML

Anonymous machine learning on the edge.

Python

ATM

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

Python

ATM-Demos

This repo has tutorials, demos and experimental code for the ATM repository

Python

ATMSeer

Visual Exploration of Automated Machine Learning with ATMSeer

TypeScript

AutoBazaar

AutoBazaar: An AutoML System from the Machine Learning Bazaar

Python

ballet

A lightweight framework for collaborative, open-source, data science

Python

ballet-bot

A bot to help manage Ballet projects

JavaScript

ballet-predict-house-prices

A feature engineering pipeline for house price prediction using the Ballet framework

Python

ballet-submit-labextension

A JupyterLab extension to develop and submit Ballet modules

Python

BTB

A simple, extensible library for developing AutoML systems

Python

Cardea

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

Python

Cardea-API

API for the Cardea Library

Copulas

A library to model multivariate data using copulas.

Jupyter Notebook

CTGAN

Conditional GAN for Tabular Data

Python

d3m-dataset-manager

Tool to generate and manage datasets in custom formats.

Python

DataAudit

DataAudit

Python

FeatureHub

A collaborative feature engineering system built on JupyterHub

Python

github-oauth-gateway

Gateway for authenticating with GitHub using OAuth

Python

GreenGuard

AutoML for Renewable Energy Industries.

Jupyter Notebook

hdi-project.github.io

hdi-project.github.io website

HTML

iBOCA

iBOCA - An app for testing cognitive functions

Swift

mit-d3m

MIT tools to work with datasets in the D3M format.

Python

mit-d3m-ta2

MIT's TA2 System

Python

mit-primitives

Python

mlbazaar-demos

MLPrimitives demos

Jupyter Notebook

MLBlocks

A library for composing end-to-end tunable machine learning pipelines.

Python

MLBlocks-Demos

Some example MLPipelines and code to test them on sample datasets

Jupyter Notebook

MLPrimitives

Pipelines and primitives for machine learning and data science.

Python

ModelAudit

Model Audit

Makefile

Orion

An auto machine learning library for detecting anomalies in telemetry data from satellites.

Python

piex

Pipeline Explorer - Explore and analyze millions of pipelines learned using MLBlocks and MLPrimitives.

Jupyter Notebook

RDT

A repository with Reversible Data Transforms

Python

RivaGAN

Robust video watermarking with non-differentiable adversaries.

Python

SDGym

Benchmarking Synthetic data generation methods.

Python

SDMetrics

Metrics for Synthetic Data Generation Projects

Jupyter Notebook

SDV

Synthetic data modeling and sampling of relational databases.

Python

SteganoGAN

SteganoGAN is a tool for creating steganographic images using adversarial training.

Python

StegBench

This is a python module that enables another docker image to automatically evaluate steganography/steganalysis methods.

Python

TGAN

Generative adversarial training for synthesizing tabular data

Python

Tiresias

Privacy Preserving Peer-to-Peer Machine Learning

Python

Trane

Automatically generating machine learning tasks from multi entity, temporal datasets.

Python

Trane-Demos

Jupyter Notebook

tsdm

Functions to segement and manage large time series data.

Makefile

water

An auto machine learning for internet of things related to water systems.

Python