@IDEALLab

The Informatics for Design, Engineering, And Learning (IDEAL) Lab

GitHub repositories for the Informatics for Design, Engineering, And Learning (IDEAL) Lab

Pinned repositories

  1. ideallab.github.io

    IDEAL Lab website repository

    HTML 1

  • Experiment code associated with our paper: "Active Expansion Sampling for Learning Feasible Domains in an Unbounded Input Space"

    Python 1 MIT Updated Nov 2, 2018
  • IDEAL Lab website repository

    HTML 1 Updated Oct 27, 2018
  • Experiment code associated with our JMD paper: "Unpacking subjective creativity ratings: Using triplet queries to find idea maps"

    Matlab Updated Oct 17, 2018
  • Experiment code associated with our JMD paper: "Design Manifolds Capture the Intrinsic Complexity and Dimension of Design Spaces"

    Python 4 2 MIT Updated Aug 31, 2018
  • Experiment code associated with our IDETC 2018 paper: "Synthesizing Designs with Inter-part Dependencies Using Hierarchical Generative Adversarial Networks"

    Python 1 1 MIT Updated Jun 1, 2018
  • GitHub site for DCC '18 Workshop on Learning Design Representations: Deep Learning and Beyond

    Updated Apr 27, 2018
  • Experiment code associated with our JMD paper: "Beyond the Known: Detecting Novel Feasible Domains over an Unbounded Design Space"

    Python 1 1 MIT Updated Jan 16, 2018
  • Dataset for paper titled ''Creative Exploration Using Topic Based Bisociative Networks''

    Updated Jan 10, 2018
  • Experiment code associated with JMD paper: "Ranking ideas for diversity and quality"

    Matlab 1 MIT Updated Aug 29, 2017
  • Experiment code associated with our IDETC 2016 paper: "How Designs Differ: Non-Linear Embeddings Illuminate Intrinsic Design Complexity"

    Python 1 1 MIT Updated Feb 3, 2017
  • A list of open-source or otherwise available datasets for various applications and papers within Mechanical Engineering as well as Design more broadly.

    3 Updated May 24, 2016
  • Codebase for the Mechprocessor library

    1 MIT Updated Sep 18, 2015
  • Experiment code for our 2014 Journal of Mechanical Design paper - "Machine Learning Algorithms for Recommending Design Methods"

    Python 2 1 Apache-2.0 Updated Oct 17, 2014
  • Raw data files for several research experiments that use HCD Connect Case study data

    2 Apache-2.0 Updated Oct 17, 2014
  • Raw data files for several research experiments that use OI design network data

    Python Apache-2.0 Updated Aug 25, 2014
  • Code for our 2014 ASME paper - "How Online Design Communities Evolve Over Time"

    Python Apache-2.0 Updated Aug 25, 2014
  • Code for our 2014 ASME paper - "User Research Methods for Development Engineering: A Study of Method Usage with IDEO's HCD Connect"

    Python Apache-2.0 Updated Aug 18, 2014
  • Code for our 2013 ASME paper - Automatically Inferring Design Creativity Metrics

    Python 1 Apache-2.0 Updated Aug 4, 2013

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