Search Results - (( (state OR stat) python code analysis ) OR ( (statement OR satellite) python code analysis ))

VULCAN: An Open-source, Validated Chemical Kinetics Python Code for Exoplanetary Atmospheres by Tsai, Shang-Min, Lyons, James R., Grosheintz, Luc, Rimmer, Paul B., Kitzmann, Daniel, Heng, Kevin

“…We present an open-source and validated chemical kinetics code for studying hot exoplanetary atmospheres, which we name VULCAN…”
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PyGEE-SWToolbox: A Python Jupyter Notebook Toolbox for Interactive Surface Water Mapping and Analysis Using Google Earth Engine by Owusu, Collins, Snigdha, Nusrat J., Martin, Mackenzie T., Kalyanapu, Alfred J.

“… challenges. PyGEE-SWToolbox is a freely available Google Earth Engine-enabled open-source toolbox developed with Python to be run in Jupyter Notebooks that provides an easy-to-use graphical user interface (GUI…”
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Detecting Memory Errors in Python Native Code by Tracking Object Lifecycle with Reference Count by Ma, Xutong, Yan, Jiwei, Zhang, Hao, Yan, Jun, Zhang, Jian

“… To detect such problems, state-of-the-art approaches have made groundbreaking contributions to identifying inappropriate final refcount values before returning from native code to Python…”
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PyRTlib: an educational Python-based library for non-scattering atmospheric microwave radiative transfer computations by Larosa, Salvatore, Cimini, Domenico, Gallucci, Donatello, Nilo, Saverio Teodosio, Romano, Filomena

“… (under non-scattering Rayleigh approximation). The intention for PyRTlib is not to be a competitor to state-of-the-art atmospheric radiative transfer codes that excel in speed and/or versatility (e.g…”
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Evaluating Large Language Models in Class-Level Code Generation by Du, Xueying, Liu, Mingwei, Wang, Kaixin, Wang, Hanlin, Liu, Junwei, Chen, Yixuan, Feng, Jiayi, Sha, Chaofeng, Peng, Xin, Lou, Yiling

“…, function-level or statement-level code generation), which mainly asks LLMs to generate one single code unit (e.g…”
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Robustness Analysis of Watermarking Techniques for LLM-Generated Code by Cao, Di, Liu, Shigang, Zhang, Jun, Xiang, Yang

“… This work systematically evaluates two state-of-the-art watermarking paradigms: SWEET, which embeds token-level statistical biases, and CodeMark, which leverages semantic-preserving transformations at the statement level…”
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TITIPy: A Python tool for the calculation and mapping of topside ionosphere turbulence indices by Pignalberi, Alessio

“…TITIPy (Topside Ionosphere Turbulence Indices with Python) is a stand-alone Python tool developed for the calculation and mapping of RODI, ROTI, and ROTEI indices, for the characterization of the turbulent state of the topside ionosphere…”
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Visualization of Aqueous Geochemical Data Using Python and WQChartPy by Yang, Jing, Liu, Honghua, Tang, Zhonghua, Peeters, Luk, Ye, Ming

“… This method note presents WQChartPy, an open‐source Python package developed to plot a total of 12 diagrams for analysis of aqueous geochemical data…”
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Artificial intelligence programming with Python: from zero to hero by Xiao, Perry

“…A hands-on roadmap to using Python for artificial intelligence programming In Practical Artificial Intelligence Programming with Python…”
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Understanding the Robustness of Transformer-Based Code Intelligence via Code Transformation: Challenges and Opportunities by Li, Yaoxian, Qi, Shiyi, Gao, Cuiyun, Peng, Yun, Lo, David, Lyu, Michael R., Xu, Zenglin

“…Transformer-based models have demonstrated state-of-the-art performance in various intelligent coding tasks such as code comment generation and code completion…”
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Towards Identifying Code Proficiency Through the Analysis of Python Textbooks by Rojpaisarnkit, Ruksit, Robles, Gregorio, Kula, Raula Gaikovina, Wang, Dong, Ragkhitwetsagul, Chaiyong, Gonzalez-Barahona, Jesus M., Matsumoto, Kenichi

“… This method involves assigning levels of competence to Python constructs-for instance, placing simple 'print' statements at the most basic level and abstract base classes at the most…”
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Rhodium: Python Library for Many-Objective Robust Decision Making and Exploratory Modeling by Hadjimichael, Antonia, Gold, David, Hadka, David, Reed, Patrick

“…Rhodium is an open source Python library for robust decision making (RDM), many-objective robust decision making (MORDM…”
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Stmetrics: A Python Package for Satellite Image Time-Series Feature Extraction by Soares, Anderson R., Bendini, Hugo N., Vaz, Daiane V., Uehara, Tatiana D. T., Neves, Alana K., Lechler, Sarah, Korting, Thales S., Fonseca, Leila M. G.

“… This paper presents the stmetrics, a python package that provides the extraction of state-of-the-art time-series features…”
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Towards Identifying Code Proficiency through the Analysis of Python Textbooks by Rojpaisarnkit, Ruksit, Robles, Gregorio, Kula, Raula Gaikovina, Wang, Dong, Ragkhitwetsagul, Chaiyong, Gonzalez-Barahona, Jesus M, Matsumoto, Kenichi

“… This method involves assigning levels of competence to Python constructs, for instance, placing simple 'print' statements at the most basic level and abstract base classes at the most…”
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Dynamics of Forest Vegetation in an Urban Agglomeration Based on Landsat Remote Sensing Data for the Period 1990–2022: A Case Study by Yankovich, Elena Petrovna, Yankovich, Ksenia Stanislavovna, Baranovskiy, Nikolay Viktorovich

“… The novelty of the study is explained by the development of a unique program code for the analysis of Landsat satellite data on the previously unexplored territory of the Tomsk agglomeration…”
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exLong: Generating Exceptional Behavior Tests with Large Language Models by Zhang, Jiyang, Liu, Yu, Nie, Pengyu, Li, Junyi Jessy, Gligoric, Milos

“…Many popular programming languages, including C#, Java, and Python, support exceptions…”
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ribofootPrinter: A precision python toolbox for analysis of ribosome profiling data by Kerkhofs, Kyra, Guydosh, Nicholas R

“… We therefore introduce ribofootPrinter, a suite of Python tools designed to offer an accessible and modifiable set of code for analysis of data from ribosome profiling and related types of small RNA…”
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TEA: A CODE CALCULATING THERMOCHEMICAL EQUILIBRIUM ABUNDANCES by Blecic, Jasmina, Harrington, Joseph, Bowman, M. Oliver

“…ABSTRACT We present an open-source Thermochemical Equilibrium Abundances (TEA) code that calculates the abundances of gaseous molecular species…”
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CoastSat: A Google Earth Engine-enabled Python toolkit to extract shorelines from publicly available satellite imagery by Vos, Kilian, Splinter, Kristen D., Harley, Mitchell D., Simmons, Joshua A., Turner, Ian L.

“…CoastSat is an open-source software toolkit written in Python that enables the user to obtain time-series of shoreline position at any sandy coastline worldwide from 30+ years (and growing…”
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Solving Spatial Optimization Problems via Lagrangian Relaxation and Automatic Gradient Computation by Lei, Zhen, Lei, Ting L.

“…Spatial optimization is an integral part of GIS and spatial analysis. It involves making various decisions in space, ranging from the location of public facilities to vehicle routing and political districting…”
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