Search Results - (strategic OR stat) python code analysis

Decoding the JAK-STAT Axis in Colorectal Cancer with AI-HOPE-JAK-STAT: A Conversational Artificial Intelligence Approach to Clinical–Genomic Integration by 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…”
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Introduction to computational causal inference using reproducible Stata, R, and Python code: A tutorial by 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. However, it is not always possible to randomize…”
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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 by 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…”
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Percolation theory using Python by 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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Statistical analysis of feature-based molecular networking results from non-targeted metabolomics data by Pakkir Shah, Abzer K., Walter, Axel, Ottosson, Filip, Russo, Francesco, Navarro-Diaz, Marcelo, Boldt, Judith, Kalinski, Jarmo-Charles J., Kontou, Eftychia Eva, Elofson, James, Polyzois, Alexandros, González-Marín, Carolina, Farrell, Shane, Aggerbeck, Marie R., Pruksatrakul, Thapanee, Chan, Nathan, Wang, Yunshu, Pöchhacker, Magdalena, Brungs, Corinna, Cámara, Beatriz, Caraballo-Rodríguez, Andrés Mauricio, Cumsille, Andres, de Oliveira, Fernanda, Dührkop, Kai, El Abiead, Yasin, Geibel, Christian, Graves, Lana G., Hansen, Martin, Heuckeroth, Steffen, Knoblauch, Simon, Kostenko, Anastasiia, Kuijpers, Mirte C. M., Mildau, Kevin, Papadopoulos Lambidis, Stilianos, Portal Gomes, Paulo Wender, Schramm, Tilman, Steuer-Lodd, Karoline, Stincone, Paolo, Tayyab, Sibgha, Vitale, Giovanni Andrea, Wagner, Berenike C., Xing, Shipei, Yazzie, Marquis T., Zuffa, Simone, de Kruijff, Martinus, Beemelmanns, Christine, Link, Hannes, Mayer, Christoph, van der Hooft, Justin J. J., Damiani, Tito, Pluskal, Tomáš, Dorrestein, Pieter, Stanstrup, Jan, Schmid, Robin, Wang, Mingxun, Aron, Allegra, Ernst, Madeleine, Petras, Daniel

“… We provide explanations and code in two scripting languages (R and Python) as well…”
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Output format biases in the evaluation of large language models for code translation by Macedo, Marcos, Tian, Yuan, Cogo, Filipe R., Adams, Bram

“…Code translation between programming languages (PLs) is a long-existing and critical task in software engineering, facilitating the modernization of legacy systems, ensuring cross-platform compatibility, and enhancing software performance…”
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Nestedness for Dummies (NeD): A user friendly web interface for exploratory nestedness analysis by Strona, Giovanni, Galli, Paolo, Seveso, Davide, Montano, Simone, Fattorini, Simone

“…Recent theoretical advances in nestedness analysis have led to the introduction of several alternative metrics to overcome most of the problems biasing the use of matrix 'temperature' calculated…”
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Statistics Using Python by 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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From code to reliability: Python-powered Paraconsistent Logic for alarm detection in the power gris/ Do codigo a confiabilidade: Logica Paraconsistente impulsionada por Python para a deteccao de alarmes na rede de energia by de Oliveira, Joseffe Barroso, Gino, Joao Vitor Santa Rosa, de Lima, Carlos Jose, Filho, Joao Inacio da Silva

“… This application enables the comparison of triggered alarms with the resultant logical states obtained during the analysis…”
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Reproducible Analysis Pipeline for Data Streams: Open-Source Software to Process Data Collected With Mobile Devices by Vega, Julio, Li, Meng, Aguillera, Kwesi, Goel, Nikunj, Joshi, Echhit, Khandekar, Kirtiraj, Durica, Krina C., Kunta, Abhineeth R., Low, Carissa A.

“… Mobile sensing researchers often program data processing and analysis code from scratch even though many research teams collect data from similar mobile sensors, platforms, and devices…”
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Statistical Analyses and Reproducible Research by 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…”
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Facilitating the Calculation of the Efficient Score Using Symbolic Computing by 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…”
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Is corporate reputation associated with voluntary cybersecurity risk reporting? by Singh, Harmandeep

“… to a company’s image and reputation. Design/methodology/approach An automated content analysis of VCRR by 95 Bombay Stock Exchange-listed companies was undertaken using Python code…”
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Generation of Scale-Free Assortative Networks via Newman Rewiring for Simulation of Diffusion Phenomena by Di Lucchio, Laura, Modanese, Giovanni

“…By collecting and expanding several numerical recipes developed in previous work, we implement an object-oriented Python code, based on the networkX library, for the realization of the configuration…”
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Weight-of-evidence approach to identify regionally representative sites for air-quality monitoring network: Satellite data-based analysis by Lekinwala, Nirav L, Bharadwaj, Ankur, Sunder Raman, Ramya, Bhushan, Mani, Bali, Kunal, Dey, Sagnik

“…’, is used to setup a nation-wide network for background PM2.5 measurement at strategic locations, optimally placing sites to obtain maximum regionally representative PM…”
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The MESSAGEix Integrated Assessment Model and the ix modeling platform (ixmp): An open framework for integrated and cross-cutting analysis of energy, climate, the environment, and sustainable development by Huppmann, Daniel, Gidden, Matthew, Fricko, Oliver, Kolp, Peter, Orthofer, Clara, Pimmer, Michael, Kushin, Nikolay, Vinca, Adriano, Mastrucci, Alessio, Riahi, Keywan, Krey, Volker

“…The MESSAGE Integrated Assessment Model (IAM) developed by IIASA has been a central tool of energy-environment-economy systems analysis in the global scientific and policy arena…”
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A Comprehensive WebScraping of IMDb's Top 50 Movies using Beautiful Soup by Anbu, Akhilan, Doreen Hephzibah Miriam, D, Rene Robin, C.R.

“… These parsed pages can in turn be utilised to extract data from the HTML code snippets used to code the official website's data aiding in further analysis and research studies…”
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Open source tools for geographic analysis in transport planning by Lovelace, Robin

“…Geographic analysis has long supported transport plans that are appropriate to local contexts. Many incumbent ‘tools of the trade…”
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The Community Inversion Framework v1.0: a unified system for atmospheric inversion studies by Karstens, Ute, Rödenbeck, Christian, van Peet, Jacob C. A, Palmer, Paul I, Haussaire, Jean-Matthieu, Henne, Stephan, Engelen, Richard, Monteil, Guillaume, Luijkx, Ingrid T, Aalto, Tuula, Houweling, Sanne, Tsuruta, Aki, Potier, Elise, Pison, Isabelle, Broquet, Grégoire, Gerbig, Christoph, Berchet, Adrien, Kutsch, Werner L, Thompson, Rona Louise, Berchet, Antoine, Zhao, Yuanhong, Brunner, Dominik, Saunois, Marielle, Fortems-Cheiney, Audrey, Peylin, Philippe, Scholze, Marko, Thanwerdas, Joel, Peters, Wouter, Bergamaschi, Peter, Chevallier, Frédéric, Zwaaftink, Christine Groot, Sollum, Espen

“…Atmospheric inversion approaches are expected to play a critical role in future observation-based monitoring systems for surface fluxes of greenhouse gases…”
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Serverless Data Analytics (Finally) Bridging the Gap: Introducing the Ortzi DataFrame by Eizaguirre, German T., Hostau, Marc, Sanchez-Artigas, Marc

“… that mirrors pandas DataFrames, so that users can effortlessly run their local, single-threaded Python code at scale in the cloud…”
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