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    24 repositories

    • bidara-deep-chat

      Public
      BIDARA is a GPT-4o chatbot that was instructed to help scientists and engineers understand, learn from, and emulate the strategies used by living things to create sustainable designs and technologies using the Biomimicry Institute's step-by-step design process.
      chatbotopenaichatbotsmobile-firstchatbot-frameworkopenai-apigpt-4gpt4chatgptchatgpt-clone
      JavaScript
      •
      Other
      •5•21•18•5•Updated Sep 4, 2024Sep 4, 2024

    • PeTaL-db

      Public
      PeTaL REST API and database
      Python
      •
      The Unlicense
      •2•5•2•0•Updated May 14, 2024May 14, 2024

    • bidara-web

      Public
      BIDARA is a GPT-4 chatbot that was instructed to help scientists and engineers understand, learn from, and emulate the strategies used by living things to create sustainable designs and technologies using the Biomimicry Institute's step-by-step design process.
      Svelte
      •
      GNU General Public License v3.0
      •1•5•0•5•Updated Feb 19, 2024Feb 19, 2024

    • bidara

      Public
      BIDARA is a GPT-4 chatbot that was instructed to help scientists and engineers understand, learn from, and emulate the strategies used by living things to create sustainable designs and technologies using the Biomimicry Institute's step-by-step design process.
      Python
      •64•399•5•1•Updated Feb 7, 2024Feb 7, 2024

    • .github

      Public
      0•0•0•0•Updated Jan 26, 2024Jan 26, 2024

    • PeTaL

      Public
      Artificial Intelligence and Natural System Design Tool
      JavaScript
      •
      The Unlicense
      •17•54•14•0•Updated Nov 20, 2023Nov 20, 2023

    • bio-strategy-extractor

      Public
      Jupyter Notebook
      •
      The Unlicense
      •1•4•4•0•Updated May 15, 2023May 15, 2023

    • clustering

      Public
      Jupyter Notebook
      •
      The Unlicense
      •0•1•0•0•Updated May 15, 2023May 15, 2023

    • petal-prototype

      Public
      JavaScript
      •1•1•0•0•Updated May 15, 2023May 15, 2023

    • biomimicry-binary-classifier

      Public
      Comparison of binary classification models to predict whether text contains a description of a biological strategy relevant to biomimetic applications or not.
      bertbiomimicryscibert
      Jupyter Notebook
      •1•1•0•0•Updated Oct 21, 2022Oct 21, 2022

    • data-collection-and-prep

      Public
      Starting with a list of URLs of papers that can be used for crowdsourcing, create a CSV file with the URL, DOI of the paper, Title, Abstract, and if the paper is open access
      Jupyter Notebook
      •
      The Unlicense
      •5•1•25•1•Updated Sep 16, 2022Sep 16, 2022

    • highlight-words

      Public
      Highlight the words/phrases the model weighted heavily for a particular label in the titles and abstracts in the search.
      Jupyter Notebook
      •0•0•1•0•Updated May 26, 2022May 26, 2022

    • petal-labeler-data-pipeline

      Public
      Python
      •3•0•8•1•Updated May 11, 2022May 11, 2022

    • crowdsourcing-labeling

      Public
      Code used to handle the labeling of papers using crowdsourcing
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Apr 17, 2022Apr 17, 2022

    • species-labelling

      Public
      Using NLP and text mining techniques to extract existing species information from papers.
      Python
      •0•0•0•0•Updated Apr 7, 2022Apr 7, 2022

    • search-engine

      Public
      Jupyter Notebook
      •477•0•0•0•Updated Feb 28, 2022Feb 28, 2022

    • nasa_petal_snorkel

      Public
      Utilizing the snorkel machine learning model to label biomimicry papers. Snorkel uses weak supervision to label large amounts of training data using programmatic labeling functions based on keyword rules.
      data-scienceweak-supervisionsnorkellabelingtraining-databiomimicrymachine-learning
      Python
      •0•1•0•0•Updated Feb 24, 2022Feb 24, 2022

    • interview_questions

      Public
      Contains challenges for potential interns
      Jupyter Notebook
      •0•0•0•0•Updated Feb 9, 2022Feb 9, 2022

    • Favorite-Foods

      Public
      This repo is used as a test repository for users to interact with Github
      4•0•0•1•Updated Jan 20, 2022Jan 20, 2022

    • label_converter

      Public
      Python
      •2•0•0•1•Updated Nov 12, 2021Nov 12, 2021

    • PeTaL-labeller

      Public
      The PeTaL labeler labels journal articles with biomimicry functions.
      nlpnatural-language-processingtext-classificationbiomimicry
      Jupyter Notebook
      •
      The Unlicense
      •4•6•24•1•Updated Nov 9, 2021Nov 9, 2021

    • PubMed

      Public
      Scraping and Learning from Pubmed dataset
      Python
      •
      The Unlicense
      •0•1•0•0•Updated Jun 25, 2021Jun 25, 2021

    • blog

      Public
      Gatsby code for generating the PeTaL team blog running on GitHub Pages.
      JavaScript
      •
      The Unlicense
      •0•0•0•0•Updated May 11, 2021May 11, 2021

    • PeTaL-api

      Public archive
      Dockerfile
      •1•3•0•0•Updated Feb 12, 2021Feb 12, 2021