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MIT Data to AI Lab

Username    mit_dai_lab
Date joined   Joined

46 projects

orion-ml

Last released

Orion is a machine learning library built for unsupervised time series anomaly detection.

sdv

Last released

Synthetic Data Generation for tabular, relational and time series data.

fibber

Last released

Fibber is a benchmarking suite for adversarial attacks on text classification.

rdt

Last released

Reversible Data Transforms

sdmetrics

Last released

Metrics for Synthetic Data Generation Projects

copulas

Last released

A python library for building different types of copulas and using them for sampling.

pyreal

Last released

Library for evaluating and deploying human readable machine learning explanations.

draco-ml

Last released

AutoML for Renewable Energy Industries.

ctgan

Last released

Conditional GAN for Tabular Data

sdgym

Last released

A framework to benchmark the performance of synthetic data generators for non-temporal tabular data

deepecho

Last released

Mixed-type multivariate time series modeling with generative adversarial networks.

sigpro

Last released

Signal Processing Tools for Machine Mearning

mlprimitives

Last released

Pipelines and primitives for machine learning and data science.

tsgym

Last released

Time Series Benchmarking

ml-stars

Last released

Machine Learning Stars

mlblocks

Last released

Pipelines and primitives for machine learning and data science.

syndi

Last released

SynDI

ballet

Last released

Core functionality for lightweight, collaborative data science projects

cardea

Last released

Cardea

greenguard

Last released

AutoML for Renewable Energy Industries.

baytune

Last released

Bayesian Tuning and Bandits

sintel

Last released

Sintel(Signal Intelligence) provides Restful APIs to processmassive signal data for anomaly analysis in an efficientand user-friendly way

pyteller

Last released

Time series forecasting using MLPrimitives

mtv-api

Last released

Explanation tool for machine learning

sibyl-api

Last released

Explanation tool for machine learning

realpy

Last released

Explanation tool for machine learning

onfair

Last released

autobazaar

Last released

The Machine Learning Bazaar

datatracer

Last released

Data Lineage Tracing Library

mlbazaar

Last released

metad

Last released

A hierarchical representation for the structure of a relational database.

mit-d3m

Last released

MIT tools to work with D3M datasets.

mdj

Last released

steganogan

Last released

Steganography tool based on DeepLearning GANs

data-tracer

Last released

d3m-dataset-manager

Last released

Command line tool and python package to generate and manage datasets in the D3M format.

abz

Last released

atm

Last released

Auto Tune Models

piex

Last released

Pipeline Explorer

mlpipelines

Last released

tgan

Last released

Generative adversarial training for synthesizing tabular data

tsdm

Last released

ml-water

Last released

wind

Last released

Wind Project

data-audit

Last released

DataAudit

trane

Last released

Trane is a software package for automatically generating prediction problems and generating labels for supervised learning.

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