Search Results - "Executable Python Code"

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  1. 1

    Graphery: interactive tutorials for biological network algorithms by Zeng, Heyuan, Zhang, Jinbiao, Preising, Gabriel A, Rubel, Tobias, Singh, Pramesh, Ritz, Anna

    ISSN: 0305-1048, 1362-4962, 1362-4962
    Published: Oxford University Press 02.07.2021
    Published in Nucleic acids research (02.07.2021)
    “… Each tutorial describes a graph concept along with executable Python code that can be interactively run on a graph…”
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    Journal Article
  2. 2

    From Guidelines to Code: Formalizing STOPP/START Criteria Using LLMs and RAG for Clinical Decision Support by Adrouji, Samya, Mouazer, Abdelmalek, Lamy, Jean-Baptise

    ISSN: 1879-8365, 1879-8365
    Published: Netherlands 02.10.2025
    “…), specifically leveraging Retrieval-Augmented Generation (RAG) for enhanced accuracy. We employed DeepSeek and GPT-4o-mini for entity extraction, code mapping to ICD-10, LOINC, and ATC, and the generation of executable Python code…”
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    Journal Article
  3. 3

    Generative AI for Geospatial Analysis: Fine-Tuning ChatGPT to Convert Natural Language into Python-Based Geospatial Computations by Sherman, Zachary, Sharma Dulal, Sandesh, Cho, Jin-Hee, Zhang, Mengxi, Kim, Junghwan

    ISSN: 2220-9964, 2220-9964
    Published: Basel MDPI AG 01.08.2025
    “…This study investigates the potential of fine-tuned large language models (LLMs) to enhance geospatial intelligence by translating natural language queries into executable Python code…”
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    Journal Article
  4. 4

    ChatPySD: Embedding and Simulating System Dynamics Models in ChatGPT‐4 by Hu, Bo

    ISSN: 0883-7066, 1099-1727
    Published: Chichester, UK John Wiley & Sons, Ltd 01.01.2025
    Published in System dynamics review (01.01.2025)
    “…This paper presents a novel approach for seamlessly integrating system dynamics models into the ChatGPT‐4 conversational AI. By transforming system dynamics…”
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    Journal Article
  5. 5

    Statistics Using Python by Campesato, Oswald

    ISBN: 9781683928805, 1683928806
    Published: Berlin Mercury Learning and Information 2024
    “… The book ensures that each topic is introduced with clarity, followed by executable Python code samples that can be modified and applied according to individual needs…”
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    eBook
  6. 6

    NOMAD CAMELS: Configurable Application for Measurements, Experiments and Laboratory Systems by Fuchs, Alexander D, Lehmeyer, Johannes A F, Junkes, Heinz, Weber, Heiko B, Krieger, Michael

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 12.02.2024
    Published in arXiv.org (12.02.2024)
    “… CAMELS translates user-defined measurement protocols into stand-alone executable Python code for full transparency of the actual measurement sequences…”
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    Paper
  7. 7

    Graphery: Interactive Tutorials for Biological Network Algorithms by Zeng, Heyuan, Zhang, Jinbiao, Preising, Gabriel A, Rubel, Tobias, Singh, Pramesh, Ritz, Anna

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 15.02.2024
    Published in arXiv.org (15.02.2024)
    “… Each tutorial describes a graph concept along with executable Python code that visualizes the concept in a code view and a graph view…”
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    Paper
  8. 8

    FlowFusion: Pseudocode to Python Code with Flowchart Precision by Kahartmol, Keerti

    ISSN: 2321-9653, 2321-9653
    Published: 30.04.2025
    “… FlowFusion refers to an AI-enabled system developed by this paper which performs pseudocode generation automation and conversion into flow charts and executable Python code…”
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    Journal Article
  9. 9

    GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification by Pham, Phuoc, Venkitaraman, Arun, Hsieh, Chia-Yu, Bonetti, Andrea, Uhlich, Stefan, Leibl, Markus, Hofmann, Simon, Ohbuch, Eisaku, Servadei, Lorenzo, Schlichtmann, Ulf, Wille, Robert

    Published: IEEE 08.09.2025
    “…: it first uses in-context learning to derive natural language instructions from a few demonstration examples, then translates these into executable Python code to identify subcircuits in unseen SPICE netlists…”
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    Conference Proceeding
  10. 10

    OSCAR: Operating System Control via State-Aware Reasoning and Re-Planning by Wang, Xiaoqiang, Liu, Bang

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 24.10.2024
    Published in arXiv.org (24.10.2024)
    “…, while processing screen images to fulfill user commands. OSCAR translates human instructions into executable Python code, enabling precise control over graphical user interfaces (GUIs…”
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    Paper
  11. 11

    Executable Code Actions Elicit Better LLM Agents by Wang, Xingyao, Chen, Yangyi, Yuan, Lifan, Zhang, Yizhe, Li, Yunzhu, Peng, Hao, Ji, Heng

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 07.06.2024
    Published in arXiv.org (07.06.2024)
    “…). This work proposes to use executable Python code to consolidate LLM agents' actions into a unified action space (CodeAct…”
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    Paper
  12. 12

    Creative Robot Tool Use with Large Language Models by Xu, Mengdi, Huang, Peide, Yu, Wenhao, Liu, Shiqi, Zhang, Xilun, Niu, Yaru, Zhang, Tingnan, Xia, Fei, Tan, Jie, Zhao, Ding

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 19.10.2023
    Published in arXiv.org (19.10.2023)
    “…Tool use is a hallmark of advanced intelligence, exemplified in both animal behavior and robotic capabilities. This paper investigates the feasibility of…”
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    Paper
  13. 13

    Rapid implementation of a partially reconfigurable video system with PYNQ by Hutchings, Brad, Wirthlin, Mike

    ISSN: 1946-1488
    Published: Ghent University 01.09.2017
    “…Undergraduate students rapidly implement a partially-reconfigured, real-time video processor on the Xilinx PYNQ board. The video processor performs various…”
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    Conference Proceeding
  14. 14

    One DSL to Rule Them All: IDE-Assisted Code Generation for Agile Data Analysis by Andrzejak, Artur, Wenz, Oliver, Costa, Diego

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 18.04.2019
    Published in arXiv.org (18.04.2019)
    “…Data analysis is at the core of scientific studies, a prominent task that researchers and practitioners typically undertake by programming their own set of…”
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    Paper