Search Results - executable Python code

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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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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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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The Newick utilities: high-throughput phylogenetic tree processing in the Unix shell by Junier, Thomas, Zdobnov, Evgeny M.

“…: C source code, Python bindings and executables for various platforms are available from http://cegg.unige.ch/newick_utils…”
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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 can be interactively run on a graph…”
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PESummary: The code agnostic Parameter Estimation Summary page builder by Hoy, Charlie, Raymond, Vivien

“…PESummary is a Python software package for processing and visualizing data from any parameter estimation code…”
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PE Parser: A Python package for Portable Executable files processing by Gibert, Daniel

“…PE Parser is a Python package to parse and work with the hexadecimal representation of executables…”
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PyFocus – A Python package for vectorial calculations of focused optical fields under realistic conditions. Application to toroidal foci by Caprile, Fernando, Masullo, Luciano A., Stefani, Fernando D.

“… design of meaningful experiments and interpret properly their results. Here, we present PyFocus, an open-source Python software package to perform fully vectorial calculations…”
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RANGER-DTL 2.0: rigorous reconstruction of gene-family evolution by duplication, transfer and loss by Bansal, Mukul S, Kellis, Manolis, Kordi, Misagh, Kundu, Soumya

“… Availability and implementation Pre-compiled executables, source code (open-source under GNU GPL…”
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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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Automated, image-based quantification of peroxisome characteristics with perox-per-cell by Neal, Maxwell L, Shukla, Nandini, Mast, Fred D, Farré, Jean-Claude, Pacio, Therese M, Raney-Plourde, Katelyn E, Prasad, Sumedh, Subramani, Suresh, Aitchison, John D

“… The software is coded in Python. Compiled executables and source code are available at https…”
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Secure command transmission techniques for industrial remote control by Abu Al-Hija’a, Anas, Andó, M., Szekeres, B.J.

“… To address these challenges, we propose a novel technique where executable commands are dynamically transmitted from a Python script to an ESP32-WROOM-32 microcontroller…”
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FindPFΔS: Non-Target Screening for PFAS─Comprehensive Data Mining for MS2 Fragment Mass Differences by Zweigle, Jonathan, Bugsel, Boris, Zwiener, Christian

“… (per- and polyfluoroalkyl substances) and their TPs. We developed and optimized a vendor-independent open-source Python-based algorithm (FindPFΔ…”
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ChatPySD: Embedding and Simulating System Dynamics Models in ChatGPT‐4 by Hu, Bo

“… and implement ChatGPT's responses. ChatGPT, in turn, can dynamically generate executable…”
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Gistable: Evaluating the Executability of Python Code Snippets on GitHub by Horton, Eric, Parnin, Chris

“… This paper presents an empirical analysis of the executable status of Python code snippets shared through the GitHub gist system, and the ability of developers familiar with software configuration…”
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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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Development of software enabling Chinese medicine-based precision treatment for osteoporosis at the gene and pathway levels by Li, Jinyu, Feng, Guiyu, He, Haoyang, Wang, Haolin, Tang, Jia, Han, Aiqing, Mu, Xiaohong, Zhu, Weifeng

“…Background Precision medicine aims to address the demand for precise therapy at the gene and pathway levels. We aimed to design software to allow precise…”
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SVIM: structural variant identification using mapped long reads by Heller, David, Vingron, Martin

“…Structural variants are defined as genomic variants larger than 50 bp. They have been shown to affect more bases in any given genome than single-nucleotide…”
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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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PFΔScreen — an open-source tool for automated PFAS feature prioritization in non-target HRMS data by Zweigle, Jonathan, Bugsel, Boris, Fabregat-Palau, Joel, Zwiener, Christian

“…Per- and polyfluoroalkyl substances (PFAS) are a huge group of anthropogenic chemicals with unique properties that are used in countless products and…”
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