Suchergebnisse - (( (state OR stat) python code analysis ) OR ( (stati OR state:ny) python code analysis ))*

Programming models to support data science workflows

Autoren: Ramón-Cortés Vilarrodona, Cristián

Weitere Verfasser: University/Department: Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors

Thesis Advisors: Badia Sala, Rosa M. (Rosa Maria), Ejarque Artigas, Jorge

Quelle: TDX (Tesis Doctorals en Xarxa)

Schlagwörter: Distributed computing, High-performance computing, Data science pipelines, Task-ba workflows, Dataflows, Containers (Computer sicience), COMPSs, PyCOMPSs, AutoParallel, Docker, Àrees temàtiques de la UPC::Informàtica

Dateibeschreibung: application/pdf

Zugangs-URL: http://hdl.handle.net/10803/669728
https://dx.doi.org/10.5821/dissertation-2117-330142

Quantitative virus infectivity titration and dose-response analyses using cell-culture based methods and python code-assisted data analysis

Autoren: Henna-Maarit Kyröläinen Iiris Mustonen Juho Enäkoski et al.

Quelle: iScience, Vol 29, Iss 3, Pp 115018- (2026)

Schlagwörter: virology, Science

Dateibeschreibung: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2589004226003937; https://doaj.org/toc/2589-0042

Zugangs-URL: https://doaj.org/article/66ab127160aa4b968be933c3101d8f30

Practical Data Analysis Using Jupyter Notebook : Learn How to Speak the Language of Data by Extracting Useful and Actionable Insights Using Python

Autoren: Marc Wintjen

Resource Type: eBook.

Schlagworte: Python (Computer program language), Electronic data processing, Information visualization

Categories: COMPUTERS / Data Science / General, COMPUTERS / Artificial Intelligence / General, COMPUTERS / Languages / Python

Quantifying cross-language code reuse via function-level clone detection

Autoren: Yi Rong Yan Zhou

Quelle: Journal of King Saud University: Computer and Information Sciences, Vol 37, Iss 10, Pp 1-20 (2025)

Schlagwörter: Natural language processing, Code reuse detection, Function-level clone analysis, Java and python source code, Academic plagiarism detection, Electronic computers. Computer science, QA75.5-76.95

Dateibeschreibung: electronic resource

Relation: https://doaj.org/toc/1319-1578; https://doaj.org/toc/2213-1248

Zugangs-URL: https://doaj.org/article/0e8d85656442482785bc981b326c25a4

Statistics for Data Science and Analytics

Autoren: Peter C. Bruce Peter Gedeck Janet Dobbins

Resource Type: eBook.

Schlagworte: Statistics, Python (Computer program language)

Categories: COMPUTERS / Languages / Python, COMPUTERS / Data Science / Data Analytics, MATHEMATICS / Probability & Statistics / General

A Study of Large Language Models in Detecting Python Code Violations

Autoren: Hekar A. Mohammed Salih Qusay I. Sarhan

Quelle: ARO-The Scientific Journal of Koya University, Vol 13, Iss 2 (2025)

Schlagwörter: Large language models, Software metrics, Software quality, Static code analysis, Technology, Science

Dateibeschreibung: electronic resource

Relation: https://aro.koyauniversity.org/index.php/aro/article/view/2395; https://doaj.org/toc/2410-9355; https://doaj.org/toc/2307-549X

Zugangs-URL: https://doaj.org/article/a66cf05353b54e19a03b46c0b089d1fc

Mastering Exploratory Analysis with Pandas : Build an End-to-end Data Analysis Workflow with Python

Autoren: Harish Kumar Garg

Resource Type: eBook.

Categories: COMPUTERS / Languages / Python, COMPUTERS / Data Science / General, COMPUTERS / Data Science / Data Modeling & Design

Meta-designing quantum experiments with language models.

Autoren: Arlt, Sören Duan, Haonan Li, Felix et al.

Quelle: Nature Machine Intelligence; Feb2026, Vol. 8 Issue 2, p148-157, 10p

Statistical Learning Using Neural Networks : A Guide for Statisticians and Data Scientists with Python

Autoren: Basilio de Braganca Pereira Calyampudi Radhakrishna Rao Fabio Borges de Oliveira

Resource Type: eBook.

Schlagworte: Computational learning theory, Statistics--Methodology, Python (Computer program language), Statistics--Data processing, Multivariate analysis--Data processing, Neural networks (Computer science)

Categories: BUSINESS & ECONOMICS / Statistics, COMPUTERS / Data Science / Data Analytics, COMPUTERS / Machine Theory, MATHEMATICS / Probability & Statistics / General

GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries.

Autoren: Fachada, Nuno Fernandes, Daniel Fernandes, Carlos M. et al.

Quelle: Future Internet. Sep2025, Vol. 17 Issue 9, p412. 28p.

Schlagwörter: *Experimental design, *Quantitative research, Language models, Python programming language, Generative pre-trained transformers, Benchmark problems (Computer science), Code generators

Einstieg in die Regelungstechnik mit Python

Autoren: Hans-Werner Philippsen

Resource Type: eBook.

Categories: COMPUTERS / Programming / General, COMPUTERS / Languages / Python

Numerical analysis of recovery stage with disappearing polymer layer RR-P3HT for the detection of DMMP based on diffusion equations.

Autoren: Hejczyk, Tomasz Wrotniak, Jarosław Powroźnik, Paulina et al.

Quelle: International Journal of Electronics & Telecommunications. 2025, Vol. 71 Issue 4, p1-7. 7p.

Schlagwörter: *NUMERICAL analysis, *SURFACE acoustic wave sensors, *ELECTRIC conductivity, *REACTION-diffusion equations, *GAS detectors, *POLYMERIC membranes, *SURFACE interactions

Think Bayes

Autoren: Allen B. Downey

Resource Type: eBook.

Schlagworte: Python (Computer program language), Bayesian statistical decision theory--Data processing

Categories: MATHEMATICS / Probability & Statistics / Bayesian Analysis, COMPUTERS / Data Science / General, COMPUTERS / Languages / Python, COMPUTERS / Mathematical & Statistical Software, COMPUTERS / Data Science / Machine Learning

Analyzing LLM-Generated Code According to Four ISO/IEC 5055:2021 Categories

Autoren: Rasmus Krebs Somnath Mazumdar

Quelle: IEEE Access, Vol 13, Pp 202482-202499 (2025)

Schlagwörter: Analysis, ISO, LLMs, maintainability, performance, Python, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Dateibeschreibung: electronic resource

Relation: https://ieeexplore.ieee.org/document/11269792/; https://doaj.org/toc/2169-3536

Zugangs-URL: https://doaj.org/article/3faae1da4e0b47beb1e1ac9da1ee6b78

Advanced Python Programming : Accelerate Your Python Programs Using Proven Techniques and Design Patterns

Autoren: Quan Nguyen

Resource Type: eBook.

Schlagworte: Python (Computer program language), Application software--Development

Categories: COMPUTERS / Computer Literacy

The Computational Content Analyst : Using Machine Learning to Classify Media Messages

Autoren: Chris J. Vargo

Resource Type: eBook.

Schlagworte: Machine learning

Categories: LANGUAGE ARTS & DISCIPLINES / Communication Studies, SOCIAL SCIENCE / Methodology, SOCIAL SCIENCE / Media Studies

Time Series Analysis with Python Cookbook : Practical Recipes for the Complete Time Series Workflow, From Modern Data Engineering to Advanced Forecasting and Anomaly Detection

Autoren: Tarek A. Atwan

Resource Type: eBook.

Schlagworte: Python (Computer program language), Machine learning

Categories: COMPUTERS / Data Science / Data Modeling & Design, COMPUTERS / Data Science / General, COMPUTERS / Data Science / Data Analytics

Automation of Software Code Analysis Using Machine Learning Methods.

Autoren: Moshkin, V. S. Dyrnochkin, A. A. Yarushkina, N. G.

Quelle: Pattern Recognition & Image Analysis; Sep2023, Vol. 33 Issue 3, p417-424, 8p

Essential Math for Data Science : Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics

Autoren: Thomas Nield

Resource Type: eBook.

Schlagworte: Machine learning--Mathematics, Data mining--Mathematics, Mathematics

Categories: COMPUTERS / Data Science / Machine Learning, MATHEMATICS / Algebra / Linear, MATHEMATICS / Calculus, MATHEMATICS / Probability & Statistics / General, MATHEMATICS / Probability & Statistics / Regression Analysis

Modelling a Lab-Scale Continuous Flow Aerobic Granular Sludge Reactor: Optimisation Pathways for Scale-Up.

Autoren: Siney, Melissa Salehi, Reza Hassan, Mohamed G. et al.

Quelle: Water (20734441); Jul2025, Vol. 17 Issue 14, p2131, 37p

Schlagwörter: CONTINUOUS flow reactors, MATHEMATICAL models, COMPUTATIONAL fluid dynamics, WASTEWATER treatment, SENSITIVITY analysis, CHEMICAL oxygen demand, CHEMICAL reactors