Search Results - "Executable Python Code"

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

“… Each tutorial describes a graph concept along with executable Python code that can be interactively run on a graph…”
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From Guidelines to Code: Formalizing STOPP/START Criteria Using LLMs and RAG for Clinical Decision Support by Adrouji, Samya, Mouazer, Abdelmalek, Lamy, Jean-Baptise

“…), 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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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

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

“…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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Statistics Using Python by Campesato, Oswald

“… 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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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

“… CAMELS translates user-defined measurement protocols into stand-alone executable Python code for full transparency of the actual measurement sequences…”
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Graphery: Interactive Tutorials for Biological Network Algorithms by Zeng, Heyuan, Zhang, Jinbiao, Preising, Gabriel A, Rubel, Tobias, Singh, Pramesh, Ritz, Anna

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

“… 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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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

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

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

“…). This work proposes to use executable Python code to consolidate LLM agents' actions into a unified action space (CodeAct…”
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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

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

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

“…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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