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

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Top repositories

1

ATM

Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).
Python
524
star
2

ATMSeer

Visual Exploration of Automated Machine Learning with ATMSeer
TypeScript
168
star
3

FeatureHub

A collaborative feature engineering system built on JupyterHub
Python
93
star
4

Data-Science-Machine

Python
37
star
5

Trane

An open source python library for automated prediction engineering
Python
35
star
6

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.
5
star
7

MLBlocks-Demos

Some example MLPipelines and code to test them on sample datasets
Jupyter Notebook
4
star
8

d3m-dataset-downloader

Python
4
star
9

mit-primitives

Python
3
star
10

d3m-dataset-manager

Tool to generate and manage datasets in custom formats.
Python
3
star
11

ATM-Demos

This repo has tutorials, demos and experimental code for the ATM repository
Python
3
star
12

mlbazaar-demos

MLPrimitives demos
Jupyter Notebook
2
star
13

hdi-project.github.io

hdi-project.github.io website
HTML
1
star