Výsledky vyhledávání - (( (stateni OR studies) python code analysis ) OR ( stat python code analysis ))~

Introduction to computational causal inference using reproducible Stata, R, and Python code: A tutorial Autor Smith, Matthew J., Mansournia, Mohammad A., Maringe, Camille, Zivich, Paul N., Cole, Stephen R., Leyrat, Clémence, Belot, Aurélien, Rachet, Bernard, Luque‐Fernandez, Miguel A.

“…The main purpose of many medical studies is to estimate the effects of a treatment or exposure on an outcome…”
Získat plný text

Decoding the JAK-STAT Axis in Colorectal Cancer with AI-HOPE-JAK-STAT: A Conversational Artificial Intelligence Approach to Clinical–Genomic Integration Autor Yang, Ei-Wen, Waldrup, Brigette, Velazquez-Villarreal, Enrique

“…: AI-HOPE-JAK-STAT combines large language models (LLMs), a natural language-to-code engine, and harmonized public CRC datasets from cBioPortal…”
Získat plný text

Statistical Analyses and Reproducible Research Autor Gentleman, Robert, Temple Lang, Duncan

“…It is important, if not essential, to integrate the computations and code used in data analyses, methodological descriptions, simulations, and so on with the documents that describe and rely…”
Získat plný text

Facilitating the Calculation of the Efficient Score Using Symbolic Computing Autor B. Sibley, Alexander, Li, Zhiguo, Jiang, Yu, Li, Yi-Ju, Chan, Cliburn, Allen, Andrew, Owzar, Kouros

“… In the analysis of data from high-throughput genomic assays, inference on the basis of the score usually enjoys greater stability, considerably higher computational efficiency, and lends itself…”
Získat plný text

Python Data Analyst's Toolkit - Learn Python and Python-Based Libraries with Applications in Data Analysis and Statistics Autor Rajagopalan, Gayathri

“…Explore the fundamentals of data analysis, and statistics with case studies using Python…”
Získat plný text

Percolation theory using Python Autor Malthe-Sørenssen, Anders

“… Readers will learn how to generate, analyze, and comprehend data and models, with detailed theoretical discussions complemented by accessible computer codes…”
Získat plný text

LiPydomics: A Python Package for Comprehensive Prediction of Lipid Collision Cross Sections and Retention Times and Analysis of Ion Mobility-Mass Spectrometry-Based Lipidomics Data Autor Ross, Dylan H, Cho, Jang Ho, Zhang, Rutan, Hines, Kelly M, Xu, Libin

“… Existing solutions for these data analysis challenges (i.e., multivariate statistics and lipid identification…”
Zjistit podrobnosti o přístupu

An extensive study of the effects of different deep learning models on code vulnerability detection in Python code Autor Wang, Rongcun, Xu, Senlei, Ji, Xingyu, Tian, Yuan, Gong, Lina, Wang, Ke

“… However, few studies empirically studied the impacts of different deep learning models on code vulnerability detection in Python…”
Získat plný text

PyNose: A Test Smell Detector For Python Autor Wang, Tongjie, Golubev, Yaroslav, Smirnov, Oleg, Li, Jiawei, Bryksin, Timofey, Ahmed, Iftekhar

“… In this paper, we strive to extend the research to Python, build a tool for detecting test smells in this language, and conduct an empirical analysis of test smells in Python…”
Získat plný text

Detecting and Explaining Python Name Errors Autor Wang, Jiawei, Li, Li, Liu, Kui, Du, Xiaoning

“… NameError is among one of those errors that are widespread in the Python community, as confirmed in our empirical study…”
Získat plný text

Assessing code readability in Python programming courses using eye‐tracking Autor Segedinac, Milan, Savić, Goran, Zeljković, Ivana, Slivka, Jelena, Konjović, Zora

“… This paper assesses the readability of Python code statements commonly used in undergraduate programming courses…”
Získat plný text

Comparative Analysis of AI Models for Python Code Generation: A HumanEval Benchmark Study Autor Bayram, Ali, Menekse Dalveren, Gonca Gokce, Derawi, Mohammad

“…This study conducts a comprehensive comparative analysis of six contemporary artificial intelligence models for Python code generation using the HumanEval benchmark…”
Získat plný text

PBjam: A Python Package for Automating Asteroseismology of Solar-like Oscillators Autor Nielsen, M. B., Davies, G. R., Ball, W. H., Lyttle, A. J., Li 李坦, T. 达, Hall, O. J., Chaplin, W. J., Gaulme, P., Carboneau, L., Ong 王加, J. M. J. 冕, García, R. A., Mosser, B., Roxburgh, I. W., Corsaro, E., Benomar, O., Moya, A., Lund, M. N.

“… So far the process of performing an asteroseismic analysis of a star has remained somewhat esoteric and inaccessible to nonexperts…”
Získat plný text

A Severity Assessment of Python Code Smells Autor Gupta, Aakanshi, Gandhi, Rashmi, Jatana, Nishtha, Jatain, Divya, Panda, Sandeep Kumar, Ramesh, Janjhyam Venkata Naga

“… This study investigates five code smells diffused in 20 Python software comprising 10550 classes and analyses its severity index using metric distribution at the class level…”
Získat plný text

SBML2HYB: a Python interface for SBML compatible hybrid modeling Autor Pinto, José, Costa, Rafael S, Alexandre, Leonardo, Ramos, João, Oliveira, Rui

“…Abstract Summary Here, we present sbml2hyb, an easy-to-use standalone Python tool that facilitates the conversion of existing mechanistic models of biological systems in Systems Biology Markup Language (SBML…”
Získat plný text

vcf2gwas: Python API for comprehensive GWAS analysis using GEMMA Autor Vogt, Frank, Shirsekar, Gautam, Weigel, Detlef

“…Abstract Motivation Genome-wide association study (GWAS) requires a researcher to perform a multitude of different actions during analysis…”
Získat plný text

ACPYPE - AnteChamber PYthon Parser interfacE Autor Sousa da Silva, Alan W, Vranken, Wim F

“… (for NMR data analysis) and ARIA (for structure calculations from NMR data). ACPYPE is open source code, under GNU GPL v3, and is available as a stand-alone application at http…”
Získat plný text

Why Do Machine Learning Notebooks Crash? An Empirical Study on Public Python Jupyter Notebooks Autor Wang, Yiran, Meijer, Willem, Lopez, Jose Antonio Hernandez, Nilsson, Ulf, Varro, Daniel

“… This paper presents a comprehensive empirical study focusing on crashes in publicly available Python ML notebooks…”
Získat plný text

“Who is sexually harassed? A python code haha”: imaginaries of a post-violent AI world Autor Lee, Jeehyun Jenny

Získat plný text

COBRApy: COnstraints-Based Reconstruction and Analysis for Python Autor Ebrahim, Ali, Lerman, Joshua A, Palsson, Bernhard O, Hyduke, Daniel R

“…Background COnstraint-Based Reconstruction and Analysis (COBRA) methods are widely used for genome-scale modeling of metabolic networks in both prokaryotes and eukaryotes…”
Získat plný text