Suchergebnisse - (( (state OR stat) python code analysis ) OR ( statement python code analysis ))~

Detecting Memory Errors in Python Native Code by Tracking Object Lifecycle with Reference Count von 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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Evaluating Large Language Models in Class-Level Code Generation von 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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Pastas: Open Source Software for the Analysis of Groundwater Time Series von Collenteur, Raoul A., Bakker, Mark, Caljé, Ruben, Klop, Stijn A., Schaars, Frans

“… ), and the detection of trends and outliers. Pastas is a new and open source Python package for the analysis of hydrogeological time series …”
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Robustness Analysis of Watermarking Techniques for LLM-Generated Code von 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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Visualization of Aqueous Geochemical Data Using Python and WQChartPy von 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 von 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 von 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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Percolation theory using Python von Malthe-Sørenssen, Anders

“… Readers will learn how to generate, analyze, and comprehend data and models, with detailed theoretical discussions complemented by accessible computer codes …”
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Word Level Language Identification from Social Media Code-Mixed Data Leveraging Transformer-Based Models von Chanda, Supriya, Pal, Sukomal

“… Code-mixing is mixing of two or more languages in a statement or a conversation. Multilingual communities all over the world often use this on a regular basis, especially during communication in social media …”
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Towards Identifying Code Proficiency Through the Analysis of Python Textbooks von 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 von 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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Towards Identifying Code Proficiency through the Analysis of Python Textbooks von 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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exLong: Generating Exceptional Behavior Tests with Large Language Models von 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 von 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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Solving Spatial Optimization Problems via Lagrangian Relaxation and Automatic Gradient Computation von 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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MxPL: A Programming Language for Matrix-Related Operations von Aydoğdu, Mehmet Cemil, Aydoğdu, Özge, Pehlivan, Hüseyin

“… Although simple or advanced operations of matrices can be performed by using modern programming languages, it usually results in a large fragment of code with a low level of readability due …”
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Next-Generation Refactoring: Combining LLM Insights and IDE Capabilities for Extract Method von Pomian, Dorin, Bellur, Abhiram, Dilhara, Malinda, Kurbatova, Zarina, Bogomolov, Egor, Bryksin, Timofey, Dig, Danny

“… Choosing which statements to extract into new methods has been the target of many research tools …”
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Restoring Reproducibility of Jupyter Notebooks von Wang, Jiawei, Kuo, Tzu-yang, Li, Li, Zeller, Andreas

“… Jupyter notebooks-documents that contain live code, equations, visualizations, and narrative text-now are among the most popular means to compute, present, discuss and disseminate scientific findings …”
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Learning to Program "Recycles" Preexisting Frontoparietal Population Codes of Logical Algorithms von Liu 劉耘非, Yun-Fei, Bedny, Marina

“… Computer programming is a cornerstone of modern society, yet little is known about how the human brain enables this recently invented cultural skill. According …”
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Coupling a Borehole Thermal Model and MT3DMS to Simulate Dynamic Ground Source Heat Pump Efficiency von Zong, Yifei, Valocchi, Albert J., Lin, Yu‐Feng F.

“… In our approach, MT3DMS is the simulator for the two‐dimensional field‐scale heat transport, while new Python modules are developed to analytically solve the thermal transfer process within boreholes and interface iteratively with MT3DMS …”
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