Search Results - "Python"

pyVHR: a Python framework for remote photoplethysmography by Boccignone, Giuseppe, Conte, Donatello, Cuculo, Vittorio, D’Amelio, Alessandro, Grossi, Giuliano, Lanzarotti, Raffaella, Mortara, Edoardo

“…Remote photoplethysmography (rPPG) aspires to automatically estimate heart rate (HR) variability from videos in realistic environments. A number of effective…”
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MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data by Ollenschläger, Malte, Küderle, Arne, Mehringer, Wolfgang, Seifer, Ann-Kristin, Winkler, Jürgen, Gaßner, Heiko, Kluge, Felix, Eskofier, Bjoern M.

“… To do so, graphical user interfaces (GUIs) are an important component. Existing Python packages for annotation and analysis of time-series data have been developed without addressing adaptability, usability, and user experience…”
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Pyrcca: Regularized Kernel Canonical Correlation Analysis in Python and Its Applications to Neuroimaging by Bilenko, Natalia Y., Gallant, Jack L.

“…In this article we introduce Pyrcca, an open-source Python package for performing canonical correlation analysis (CCA…”
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MindLink-Eumpy: An Open-Source Python Toolbox for Multimodal Emotion Recognition by Li, Ruixin, Liang, Yan, Liu, Xiaojian, Wang, Bingbing, Huang, Wenxin, Cai, Zhaoxin, Ye, Yaoguang, Qiu, Lina, Pan, Jiahui

“…Emotion recognition plays an important role in intelligent human–computer interaction, but the related research still faces the problems of low accuracy and subject dependence…”
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Practical Machine Learning for Data Analysis Using Python by Subasi, Abdulhamit

“… It teaches machine learning techniques necessary to become a successful practitioner, through the presentation of real-world case studies in Python machine learning ecosystem…”
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Simplifying Subject Indexing: A Python-Powered Approach in KBR, the National Library of Belgium by Hannes Lowagie and Julie Van Woensel

“…This paper details the National Library of Belgium’s (KBR) exploration of automating the subject indexing process for their extensive collection using Python scripts…”
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FCMpy: a python module for constructing and analyzing fuzzy cognitive maps by Mkhitaryan, Samvel, Giabbanelli, Philippe, Wozniak, Maciej K, Nápoles, Gonzalo, De Vries, Nanne, Crutzen, Rik

“…FCMpy is an open-source Python module for building and analyzing Fuzzy Cognitive Maps (FCMs…”
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HDDM: Hierarchical Bayesian estimation of the Drift-Diffusion Model in Python by Wiecki, Thomas V., Sofer, Imri, Frank, Michael J.

“… statistical power, allowing for simultaneous estimation of individual subject parameters and the group…”
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Data Structures and Program Design Using Python - A Self-Teaching Introduction by Malhotra, D, Malhotra, N

“… This book is designed to present fundamentals of data structures for beginners using the Python programming language in a friendly, self-teaching, format…”
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PyMDA: microcrystal data assembly using Python by Takemaru, Lina, Guo, Gongrui, Zhu, Ping, Hendrickson, Wayne A., McSweeney, Sean, Liu, Qun

“…The recent developments at microdiffraction X‐ray beamlines are making microcrystals of macromolecules appealing subjects for routine structural analysis…”
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pynamicalsys: A Python toolkit for the analysis of dynamical systems by Sales, Matheus Rolim, de Souza, Leonardo Costa, Borin, Daniel, Mugnaine, Michele, Szezech, José Danilo, Viana, Ricardo Luiz, Caldas, Iberê Luiz, Leonel, Edson Denis, Antonopoulos, Chris G.

“…Since Lorenz’s seminal work on a simplified weather model, the numerical analysis of nonlinear dynamical systems has become one of the main subjects of research in physics…”
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Modeling Intermittent Water Supply in SWMM: A Critical Review With Reproducible Recommendations and a Python Package by Abdelazeem, Omar, Meyer, David D. J.

“…Distinctly, Intermittent Water Supply networks cycle between filling, pressurized supply and draining, leading users to withdraw water and store it for later…”
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Percolation theory using Python by Malthe-Sørenssen, Anders

“…This course-based open access textbook delves into percolation theory, examining the physical properties of random media—materials characterized by varying…”
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Dyconnmap: Dynamic connectome mapping—A neuroimaging python module by Marimpis, Avraam D., Dimitriadis, Stavros I., Goebel, Rainer

“…Despite recent progress in the analysis of neuroimaging data sets, our comprehension of the main mechanisms and principles which govern human brain cognition…”
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An easy‐to‐follow handbook for electroencephalogram data analysis with Python by Lu, Zitong, Li, Wanru, Nie, Lu, Zhao, Kuangshi

“…: Preprocessing Single‐Subject Data, Basic Python Data Operations, Multiple‐Subject Analysis, and Advanced EEG Analysis…”
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Gene count estimation with pytximport enables reproducible analysis of bulk RNA sequencing data in Python by Kuehl, Malte, Wong, Milagros N, Wanner, Nicola, Bonn, Stefan, Puelles, Victor G

“… However, their output consists of transcript count estimates that are subject to multiple biases and cannot be readily used with existing differential gene expression analysis tools in Python…”
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Leveraging a Custom Python Script to Scrape Subject Headings for Journals by Shelly R. McDavid, Eric McDavid, Neil E. Das

“… In this paper we detail some tech savvy processes we created to leverage a Python script to automate journal subject heading generation within…”
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Python Software Tool for Diagnostics of the Global Navigation Satellite System Station (PS-NETM)–Reviewing the New Global Navigation Satellite System Time Series Analysis Tool by Savchuk, Stepan, Dvulit, Petro, Kerker, Vladyslav, Michalski, Daniel, Michalska, Anna

“…The time series of GNSS coordinates contain signals caused by the age-related movement of tectonic plates, the deformation of the Earth’s surface, as well as…”
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Python Data Analysis and Attribute Information Extraction Method Based on Intelligent Decision System by Li, Yongquan

“…In order to improve the effect or characteristics of Python data analysis and attribute information extraction, a method for intelligent decision system is proposed…”
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PyHTStack2D: A Python package for high-throughput homo/hetero stacking of 2D materials by Zhang, Qian, Yang, Jinlong, Hu, Wei

“…Two-dimensional (2D) van der Waals (vdWs) structures are the subject of extensive research in materials science, celebrated for their unique physical properties and potential technological applications…”
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