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@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. IDEAL Lab website repository

    HTML 1 2

  • ideallab.github.io

    IDEAL Lab website repository

    HTML 2 1 0 0 Updated Oct 11, 2019
  • hgan_jmd_2019

    Experiment code associated with our JMD 2019 paper: "Synthesizing Designs with Inter-part Dependencies Using Hierarchical Generative Adversarial Networks"

    Python MIT 1 1 0 0 Updated Sep 16, 2019
  • hgan_idetc2018

    Experiment code associated with our IDETC 2018 paper: "Synthesizing Designs with Inter-part Dependencies Using Hierarchical Generative Adversarial Networks"

    Python MIT 1 1 0 0 Updated Jun 21, 2019
  • design-variety

    Experiment code and data associated with our IDETC paper titled "Measuring and Optimizing Design Variety using Herfindahl Index"

    0 0 0 0 Updated May 26, 2019
  • airfoil-opt-gan

    Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"

    Python MIT 6 4 0 0 Updated Mar 26, 2019
  • Active-Expansion-Sampling

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

    Python MIT 1 1 0 0 Updated Nov 2, 2018
  • idea_map

    Experiment code associated with our JMD paper: "Unpacking subjective creativity ratings: Using triplet queries to find idea maps"

    MATLAB 0 0 0 0 Updated Oct 17, 2018
  • design_embeddings_jmd_2016

    Experiment code associated with our JMD paper: "Design Manifolds Capture the Intrinsic Complexity and Dimension of Design Spaces"

    Python MIT 2 4 0 0 Updated Aug 31, 2018
  • dcc-deep-learning-workshop

    GitHub site for DCC '18 Workshop on Learning Design Representations: Deep Learning and Beyond

    0 0 0 0 Updated Apr 27, 2018
  • domain_expansion_jmd_2017

    Experiment code associated with our JMD paper: "Beyond the Known: Detecting Novel Feasible Domains over an Unbounded Design Space"

    Python MIT 1 1 0 0 Updated Jan 16, 2018
  • bisonet

    Dataset for paper titled ''Creative Exploration Using Topic Based Bisociative Networks''

    0 0 0 0 Updated Jan 10, 2018
  • ranking_diversity_jmd_2017

    Experiment code associated with JMD paper: "Ranking ideas for diversity and quality"

    MATLAB MIT 0 2 0 0 Updated Aug 29, 2017
  • design_embeddings_idetc_2016

    Experiment code associated with our IDETC 2016 paper: "How Designs Differ: Non-Linear Embeddings Illuminate Intrinsic Design Complexity"

    Python MIT 1 1 0 0 Updated Feb 3, 2017
  • design-data-list

    A list of open-source or otherwise available datasets for various applications and papers within Mechanical Engineering as well as Design more broadly.

    0 3 0 0 Updated May 25, 2016
  • mechprocessor

    Codebase for the Mechprocessor library

    MIT 0 1 0 0 Updated Sep 18, 2015
  • design_method_recommendation_JMD_2014

    Experiment code for our 2014 Journal of Mechanical Design paper - "Machine Learning Algorithms for Recommending Design Methods"

    Python Apache-2.0 1 2 0 0 Updated Oct 17, 2014
  • hcdconnect_case_data

    Raw data files for several research experiments that use HCD Connect Case study data

    Apache-2.0 0 2 0 0 Updated Oct 17, 2014
  • openideo_network_data

    Raw data files for several research experiments that use OI design network data

    Python Apache-2.0 0 0 0 0 Updated Aug 25, 2014
  • openideo_idetc_2014

    Code for our 2014 ASME paper - "How Online Design Communities Evolve Over Time"

    Python Apache-2.0 0 0 0 0 Updated Aug 25, 2014
  • hcd_connect_idetc_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 0 0 0 0 Updated Aug 18, 2014
  • creativitymetrics

    Forked from markfuge/creativitymetrics

    Code for our 2013 ASME paper - Automatically Inferring Design Creativity Metrics

    Python Apache-2.0 1 0 0 0 Updated Aug 4, 2013

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