Suchergebnisse - (( (staten OR strategies) python code analysis ) OR ( state python code analysis ))*

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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Identification of Novel Microcystins Using High-Resolution MS and MSn with Python Code von Baliu-Rodriguez, David, Peraino, Nicholas J, Premathilaka, Sanduni H, Birbeck, Johnna A, Baliu-Rodriguez, Tomás, Westrick, Judy A, Isailovic, Dragan

“… ) coupled with high-resolution (HR) Orbitrap mass spectrometry (MS) and a new bottom-up sequencing strategy …”
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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 …”
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Statistics Using Python von Campesato, Oswald

“… This book is designed to offer a fast-paced yet thorough introduction to essential statistical concepts using Python code samples, and aims to assist data scientists in their daily endeavors …”
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Identification of Novel Microcystins Using High-Resolution MS and MS n with Python Code von Baliu-Rodriguez, David, Peraino, Nicholas J, Premathilaka, Sanduni H, Birbeck, Johnna A, Baliu-Rodriguez, Tomás, Westrick, Judy A, Isailovic, Dragan

“… ) coupled with high-resolution (HR) Orbitrap mass spectrometry (MS) and a new bottom-up sequencing strategy …”
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Translating short-form Python exercises to other programming languages using diverse prompting strategies von Piccolo, Stephen R, Stevens, Harlan P

“… Abstract Background With the increasing complexity and quantity of experimental and observational data, life scientists rely on programming to automate analyses, enhance reproducibility, and facilitate collaboration …”
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pyM2aia: Python interface for mass spectrometry imaging with focus on deep learning von Cordes, Jonas, Enzlein, Thomas, Hopf, Carsten, Wolf, Ivo

“… ) data are not optimized for DL tasks. We, therefore, introduce pyM2aia, a Python package for MSI data analysis with a focus on memory-efficient handling, processing and convenient data-access for DL applications …”
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CuGBasis: High-performance CUDA/Python library for efficient computation of quantum chemistry density-based descriptors for larger systems von Tehrani, Alireza, Richer, Michelle, Heidar-Zadeh, Farnaz

“… CuGBasis is a free and open-source CUDA®/Python library for efficient computation of scalar, vector, and matrix quantities crucial for the post-processing of electronic structure calculations …”
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pyPaSWAS: Python-based multi-core CPU and GPU sequence alignment von Warris, Sven, Timal, N. Roshan N., Kempenaar, Marcel, Poortinga, Arne M., van de Geest, Henri, Varbanescu, Ana L., Nap, Jan-Peter

“… commonly used in bioinformatics, such as Python. The novel application pyPaSWAS presents the parallel SW sequence alignment code fully packed in Python …”
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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 …”
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ASAS-NANP symposium: mathematical modeling in animal nutrition-Making sense of big data and machine learning: how open-source code can advance training of animal scientists von Brennan, Jameson R, Menendez, 3rd, Hector M, Ehlert, Krista, Tedeschi, Luis O

“… Throughout the data analysis chain, many bottlenecks occur, including processing raw sensor data, integrating multiple streams of information, incorporating data into animal growth and nutrition …”
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Repository-level code completion with adaptive segmentation and fused retrieval von Shen, Yuanyuan, Qin, Pinle, Zhao, Kaiyi, Zhang, Fuwei, Zhang, Fan, Li, Guiji

“… State-of-the-art retrieval augmented generation (RAG) results have motivated the use of the context of the entire codebase for repository-level code completion tasks to improve the prediction accuracy of large language models …”
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Transparent serverless execution of Python multiprocessing applications von Arjona, Aitor, Finol, Gerard, López, Pedro García

“… This paper presents a performance evaluation where we assess the feasibility of access transparency over state-of-the-art Cloud disaggregated resources for Python multiprocessing applications …”
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Guide assignment in single-cell CRISPR screens using crispat von Braunger, Jana M, Velten, Britta

“… To address this, we here propose crispat (CRISPR guide assignment tool), a Python package to facilitate the choice of a suitable guide assignment strategy for single-cell CRISPR screens …”
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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

“… Specifically, 27 and 24 code transformation strategies are implemented for two popular programming languages, Java and Python, respectively …”
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Single-cell sequencing to multi-omics: technologies and applications von Wu, Xiangyu, Yang, Xin, Dai, Yunhan, Zhao, Zihan, Zhu, Junmeng, Guo, Hongqian, Yang, Rong

“… Single-cell RNA sequencing (scRNA-seq) is revolutionizing biomedical science by analyzing cellular state and intercellular heterogeneity …”
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Leveraging machine learning for accurate DNBR prediction using python von Mohsen, Mohamed Y.M., Al Meshari, Meshari, Alzamil, Yasser, Alhammad, Abdulrahman, Alenazi, Khaled, El-Taher, Atef, Nagla, Tarek F., Abdel-Rahman, Mohamed A.E.

“… This study investigates the viability of using Python scikit-learn packages, specifically regression techniques, to forecast the departure from nucleate boiling ratio (DNBR …”
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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

“… , and characterizing their vulnerabilities. Robust strategies refer to management options that perform sufficiently well or acceptably under a range of potential system conditions, rather than optimally in a single, nominal state of the world …”
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Analytical and Numerical Study of Superconducting Dipole and Quadrupole Performance Limits for a Muon Collider von Novelli, Daniel, Alfonso, Luca, Bersani, Andrea, Bottura, Luca, Caiffi, Barbara, Farinon, Stefania, Levi, Filippo, Mariani, Francesco, Mariotto, Samuele, Pampaloni, Alessandra, Salmi, Tiina

“… In accordance with the guidelines set forth in the Updated European Strategy for Particle Physics, the International Muon Collider Collaboration has been initiated to assess the feasibility of a Muon …”
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Dronninglund water pit thermal energy storage dataset von Sifnaios, Ioannis, Gauthier, Geoffroy, Trier, Daniel, Fan, Jianhua, Jensen, Adam R.

“… •Python code is publicly available on GitHub.•First year of storage operation is publicly available on GitHub …”
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