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MIT Data to AI Lab

Username    mit_dai_lab
Date joined   Joined

41 projects

orion-ml

Last released on

Orion is a machine learning library built for data generated by satellites.

mlblocks

Last released on

Pipelines and primitives for machine learning and data science.

ctgan

Last released on

Conditional GAN for Tabular Data

ballet

Last released on

Core functionality for lightweight, collaborative data science projects

fibber

Last released on

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

sdv

Last released on

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

sdmetrics

Last released on

Metrics for Synthetic Data Generation Projects

deepecho

Last released on

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

copulas

Last released on

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

rdt

Last released on

Reversible Data Transforms

cardea

Last released on

Cardea

sdgym

Last released on

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

greenguard

Last released on

AutoML for Renewable Energy Industries.

mlprimitives

Last released on

Pipelines and primitives for machine learning and data science.

baytune

Last released on

Bayesian Tuning and Bandits

pyreal

Last released on

Library for evaluating and deploying machine learning explanations.

sintel

Last released on

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

pyteller

Last released on

Time series forecasting using MLPrimitives

mtv-api

Last released on

Explanation tool for machine learning

sibyl-api

Last released on

Explanation tool for machine learning

realpy

Last released on

Explanation tool for machine learning

onfair

Last released on

autobazaar

Last released on

The Machine Learning Bazaar

datatracer

Last released on

Data Lineage Tracing Library

mlbazaar

Last released on

metad

Last released on

A hierarchical representation for the structure of a relational database.

mit-d3m

Last released on

MIT tools to work with D3M datasets.

mdj

Last released on

steganogan

Last released on

Steganography tool based on DeepLearning GANs

data-tracer

Last released on

d3m-dataset-manager

Last released on

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

abz

Last released on

atm

Last released on

Auto Tune Models

piex

Last released on

Pipeline Explorer

mlpipelines

Last released on

tgan

Last released on

Generative adversarial training for synthesizing tabular data

tsdm

Last released on

ml-water

Last released on

wind

Last released on

Wind Project

data-audit

Last released on

DataAudit

trane

Last released on

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

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