Suchergebnisse - (( state:ny python code analysis ) OR ( state python code analysis ))~

MEG and EEG data analysis with MNE-Python von Gramfort, Alexandre

“… As part of the MNE software suite, MNE-Python is an open-source software package that addresses this challenge by providing state-of-the-art algorithms implemented in Python that cover multiple …”
Volltext

Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors von Peng, Yun, Gao, Shuzheng, Gao, Cuiyun, Huo, Yintong, Lyu, Michael R.

“… As a dynamic programming language, Python has become increasingly popular in recent years …”
Volltext

Discovering Repetitive Code Changes in Python ML Systems von Dilhara, Malinda, Ketkar, Ameya, Sannidhi, Nikhith, Dig, Danny

“… Despite the extraordinary rise in popularity of Python-based ML systems, they do not benefit from these advances …”
Volltext

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

“… Recently, many large language models (LLMs) have been proposed, showing advanced proficiency in code generation …”
Volltext

PyTy: Repairing Static Type Errors in Python von Chow, Yiu Wai, Di Grazia, Luca, Pradel, Michael

“… As more and more code bases get type-annotated, static type checkers detect an increasingly large number of type errors …”
Volltext

A Python Instrument Control and Data Acquisition Suite for Reproducible Research von Koerner, Lucas J., Caswell, Thomas A., Allan, Daniel B., Campbell, Stuart I.

“… The National Synchrotron Light Source-II (NSLS-II) has generated an open-source Python data acquisition, management, and analysis software suite that automates X-ray …”
Volltext

SpotFlow: Tracking Method Calls and States at Runtime von Hora, Andre

“… In this paper, we propose SpotFlow, a tool to ease the runtime analysis of Python programs. With Spot-Flow, practitioners and researchers can easily extract information …”
Volltext

CoverUp: Effective High Coverage Test Generation for Python von Altmayer Pizzorno, Juan, Berger, Emery D.

“… We evaluate our prototype CoverUp implementation across a benchmark of challenging code derived from open-source Python projects and show that CoverUp substantially improves on the state of the art …”
Volltext

SNPAAMapper-Python: A highly efficient genome-wide SNP variant analysis pipeline for Next-Generation Sequencing data von Li, Chang, Ma, Kevin, Xu, Nicole, Fu, Chenjian, He, Andrew, Liu, Xiaoming, Bai, Yongsheng

“… In this study, we updated SNPAAMapper, a variant annotation pipeline by converting perl codes to python for generating annotation output with an improved computational efficiency and updated …”
Volltext

Bloat beneath Python’s Scales: A Fine-Grained Inter-Project Dependency Analysis von Drosos, Georgios-Petros, Sotiropoulos, Thodoris, Spinellis, Diomidis, Mitropoulos, Dimitris

“… In this work, we conduct a large-scale, fine-grained analysis to understand bloated dependency code in the PyPI ecosystem …”
Volltext

Inspect4py: A Knowledge Extraction Framework for Python Code Repositories von Filgueira, Rosa, Garijo, Daniel

“… This work presents inspect4py, a static code analysis framework designed to automatically extract the main features, metadata and documentation of Python code repositories …”
Volltext

Unleashing the Giants: Enabling Advanced Testing for Infrastructure as Code von Sokolowski, Daniel, Spielmann, David, Salvaneschi, Guido

“… Infrastructure as Code (IaC) programs are written in imperative programming languages like Python or TypeScript while declar-atively defining the target state of software deployments, which the IaC solution then sets up, e.g …”
Volltext

Kubernetes for Developers von Joseph Heck

“… In 'Kubernetes for Developers,' you'll learn essential Kubernetes concepts and master practical skills to containerize, run, and manage your code …”
Volltext

Analysis methods and code for very high-precision mass measurements of unstable isotopes von Karthein, J., Atanasov, D., Blaum, K., Lunney, D., Manea, V., Mougeot, M.

“… We present a robust analysis code developed in the Python language and incorporating libraries of the ROOT data analysis framework for the state-of-the-art mass spectrometry method called phase …”
Volltext

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 …”
Volltext

Computational Tools for the Multiscale Analysis of Hi-C Data in Bacterial Chromosomes von Varoquaux, Nelle, Lioy, Virginia S, Boccard, Frédéric, Junier, Ivan

“… Our objective is twofold. On the one hand, we aim at providing a full, understandable Python/Jupyter-based code which can be used by both computer scientists and biologists with no advanced computational background …”
Weitere Angaben

A Study of Large Language Models in Detecting Python Code Violations von Mohammed Salih, Hekar A., Sarhan, Qusay I.

“… Common static code analysis tools for Python, such as Pylint and Flake8, are widely used to enforce code quality by detecting coding violations without executing the code …”
Volltext

MolProbity: More and better reference data for improved all‐atom structure validation von Williams, Christopher J., Headd, Jeffrey J., Moriarty, Nigel W., Prisant, Michael G., Videau, Lizbeth L., Deis, Lindsay N., Verma, Vishal, Keedy, Daniel A., Hintze, Bradley J., Chen, Vincent B., Jain, Swati, Lewis, Steven M., Arendall, W. Bryan, Snoeyink, Jack, Adams, Paul D., Lovell, Simon C., Richardson, Jane S., Richardson, David C.

“… There have been many infrastructure improvements, including rewrite of previous Java utilities to now use existing or newly written Python utilities in the open …”
Volltext

Lost in Translation: A Study of Bugs Introduced by Large Language Models While Translating Code von Pan, Rangeet, Ibrahimzada, Ali Reza, Krishna, Rahul, Sankar, Divya, Wassi, Lambert Pougeum, Merler, Michele, Sobolev, Boris, Pavuluri, Raju, Sinha, Saurabh, Jabbarvand, Reyhaneh

“… The prerequisite for advancing the state of LLM-based code translation is to understand their promises and limitations over existing techniques …”
Volltext

Detecting and Explaining Anomalies Caused by Web Tamper Attacks via Building Consistency-based Normality von Liao, Yifan, Xu, Ming, Lin, Yun, Teoh, Xiwen, Xie, Xiaofei, Feng, Ruitao, Liauw, Frank, Zhang, Hongyu, Dong, Jin Song

“… However, their frontend can be manipulable by the clients (e.g., the frontend code can be modified to bypass some validation steps …”
Volltext