MIT - The Human Data Interaction Project (HDI-Project)

MIT - The Human Data Interaction Project

HDI-Project

Geek Repo

This is a research project within the Data to AI Lab at MIT.

Location:Cambridge, MA

Home Page:https://hdi-dai.lids.mit.edu/

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MIT - The Human Data Interaction Project's repositories

ATM

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

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ATMSeer

Visual Exploration of Automated Machine Learning with ATMSeer

FeatureHub

A collaborative feature engineering system built on JupyterHub

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DataAudit

DataAudit

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model-provenance-json

A specification for the model provenance file that keeps track of the journey from raw data to deployed model in Machine Learning 2.0 projects.

MLBlocks-Demos

Some example MLPipelines and code to test them on sample datasets

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ATM-Demos

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

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d3m-dataset-manager

Tool to generate and manage datasets in custom formats.

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mlbazaar-demos

MLPrimitives demos

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hdi-project.github.io

hdi-project.github.io website