MIT - The Human Data Interaction Project

Repositories

• BTB

  A simple, extensible library for developing AutoML systems

  hyperparameter-optimization gaussian-processes multi-armed-bandit automl
  1 package Python MIT 36 153 14 (2 issues need help) 0 Updated Nov 20, 2020

• MLBlocks

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

  machine-learning pipelines primitives hyperparameters
  Python MIT 30 77 14 (1 issue needs help) 0 Updated Nov 19, 2020

• MLPrimitives

  Primitives for machine learning and data science.
  Python MIT 30 42 24 0 Updated Nov 18, 2020

• ballet-bot

  A bot to help manage Ballet projects

  bot github-app probot-app
  JavaScript ISC 1 0 7 3 Updated Nov 9, 2020

• AutoBazaar

  AutoBazaar: An AutoML System from the Machine Learning Bazaar
  Python MIT 10 18 4 0 Updated Oct 15, 2020

• ballet-study-telemetry-server
  Python MIT 0 0 0 0 Updated Oct 13, 2020

• ballet-predict-census-income

  A feature engineering pipeline for income prediction using the Ballet framework
  Python 29 0 0 0 Updated Oct 4, 2020

• ballet-predict-house-prices

  A feature engineering pipeline for house price prediction using the Ballet framework
  Python 7 0 0 0 Updated Sep 30, 2020

• ballet

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

  feature-engineering collaborative-data-science
  Python MIT 3 10 12 (1 issue needs help) 1 Updated Sep 16, 2020

• ATMSeer

  Visual Exploration of Automated Machine Learning with ATMSeer
  TypeScript 31 154 9 7 Updated Sep 6, 2020

• ballet-submit-labextension

  A JupyterLab extension to develop and submit Ballet modules

  jupyterlab
  Python MIT 0 0 6 0 Updated Aug 17, 2020

• mit-d3m

  MIT tools to work with datasets in the D3M format.
  Python MIT 6 6 4 0 Updated May 30, 2020

• github-oauth-gateway

  Gateway for authenticating with GitHub using OAuth
  Python 0 0 0 0 Updated May 20, 2020

• mit-d3m-ta2

  MIT's TA2 System
  Python MIT 4 6 0 0 Updated Mar 2, 2020

• ATM

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

  data-science machine-learning distributed-computing hyperparameter-optimization automl
  Python MIT 125 500 17 (10 issues need help) 0 Updated Feb 21, 2020

• hdi-project.github.io

  hdi-project.github.io website
  HTML 0 0 1 0 Updated Jan 7, 2020

• d3m-dataset-manager

  Tool to generate and manage datasets in custom formats.
  Python MIT 1 0 0 0 Updated Oct 9, 2019

• Trane

  Automatically generating machine learning tasks from multi entity, temporal datasets.
  Python MIT 10 27 5 (1 issue needs help) 1 Updated Jul 15, 2019

• mlbazaar-demos

  MLPrimitives demos
  Jupyter Notebook 1 0 0 0 Updated Jul 5, 2019

• piex

  Pipeline Explorer - Explore and analyze millions of pipelines learned using MLBlocks and MLPrimitives.
  Jupyter Notebook MIT 4 11 2 0 Updated Jun 25, 2019

• FeatureHub

  A collaborative feature engineering system built on JupyterHub

  python data-science jupyter jupyterhub feature-engineering
  Python MIT 18 85 5 0 Updated Apr 17, 2019

• mit-primitives
  Python MIT 0 1 0 0 Updated Jan 22, 2019

• DataAudit

  DataAudit
  Python MIT 0 2 0 0 Updated Jan 21, 2019

• Trane-Demos
  Jupyter Notebook 3 5 1 0 Updated Jul 26, 2018

• MLBlocks-Demos

  Some example MLPipelines and code to test them on sample datasets
  Jupyter Notebook 0 1 0 0 Updated Jun 5, 2018

• ATM-Demos

  This repo has tutorials, demos and experimental code for the ATM repository
  Python 0 1 0 0 Updated Mar 20, 2018

• 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.
  0 4 1 0 Updated Mar 6, 2018

• d3m-dataset-downloader
  Python 0 3 1 1 Updated Feb 5, 2018

• Data-Science-Machine
  Python 20 34 1 0 Updated Sep 22, 2015