Výsledky vyhledávání - "Python toolkit"

pynamicalsys: A Python toolkit for the analysis of dynamical systems Autor 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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PairwiseIHA: A python toolkit to detect flow regime alterations for headwater rivers Autor Chen, Zexin, Zhao, Tongtiegang, Tu, Tongbi, Tu, Xinjun, Chen, Xiaohong

“…The PairwiseIHA is an open-source toolkit written in Python that enables the user to quickly obtain the Indicators of Hydrologic Alteration (IHA) from inflow…”
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pyEDA: An Open-Source Python Toolkit for Pre-processing and Feature Extraction of Electrodermal Activity Autor Hossein Aqajari, Seyed Amir, Naeini, Emad Kasaeyan, Mehrabadi, Milad Asgari, Labbaf, Sina, Dutt, Nikil, Rahmani, Amir M.

“… However, the EDA signal itself is not trivial to analyze. To detect different stimuli in human subjects, variety of features are extracted from EDA signals such as the…”
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SOWISP—A retrospective high spatial and temporal resolution database of the installed wind and solar PV power in Spain Autor Jiménez-Garrote, Antonio, Sánchez-Hernández, Guadalupe, López-Cuesta, Miguel, Pozo-Vázquez, David

“…; however, these estimates are subject to high uncertainty. One of the main problems when building these renewable resource databases is the lack of actual values of installed capacity…”
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A novel software framework for magnetic particle imaging reconstruction Autor Shen, Yusong, Hu, Chaoen, Zhang, Peng, Tian, Jie, Hui, Hui

“…Magnetic particle imaging is a novel tomographic imaging technique that enables noninvasive and highly sensitive imaging of superparamagnetic iron oxide nanoparticles distributed in living subjects…”
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pyEDA: An Open-Source and Versatile Feature Extraction Python Toolkit for Electrodermal Activity Autor Aqajari, Seyed Amir Hossein

“… To detect different stimuli in human subjects, variety of features are extracted from EDA signals such as the number of peaks, max peak amplitude, to name a few, showing the prevalence of this signal…”
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DeepPerVar: a multi-modal deep learning framework for functional interpretation of genetic variants in personal genome Autor Wang, Ye, Chen, Li

“… Genome-wide association studies (GWAS) or quantitative trait locus analyses may be subject to limited statistical power and linkage disequilibrium, and thus are less optimal to pinpoint the causal variants…”
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Operational Effects on Water Quality Evolution in Water Distribution Systems Autor Laura González, Yesid Coy, Dominic L. Boccelli, Juan Saldarriaga

“… The model was trained with synthetic data from simulations through the EPANET-Python Toolkit…”
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Evaluating Domain Knowledge and Time Series Features for Automated Detection of Schizophrenia from EEG Signals Autor Hussain, Saqib, Pirzada, Nasrullah, Saba, Erum, Panhwar, Muhammad Aamir, Ahmed, Tanveer

“…Over the recent years, Schizophrenia has become a serious mental disorder that is affecting almost 21 million people globally. There are different symptoms to…”
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DeepPerVar: a multimodal deep learning framework for functional interpretation of genetic variants in personal genome Autor Chen, Li, Wang, Ye

“… Genome-wide association studies or quantitative trait locus analyses may be subject to limited statistical power and linkage disequilibrium, and thus are less optimal to pinpoint the causal variants…”
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Temporal Synchronization Analysis: A Model-Free Method for Detecting Robust and Nonlinear Brain Activation in fMRI Data Autor Fialoke, Suruchi, Deb, Aniruddha, Rode, Kushagra, Tripathi, Vaibhav, Garg, Rahul

“… We introduce a model-free estimation method called Temporal Synchronization Analysis (TSA) which detects significant brain activations across trials and subjects at an individual time point…”
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Machine learning based SpO2 prediction from PPG signal's characteristics features Autor Koteska, Bojana, Mitrova, Hristina, Bogdanova, Ana Madevska, Lehocki, Fedor

“… We explore acquiring the Sp02 by extracting the set of features from the PPG signal utilizing two Python toolkits, HeartPy and Neurokit, in order to model the Machine learning…”
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The Unequal Tuning System of Well-Temperament and Its Influence on Key in J. S. Bach's Well-Tempered Clavier: A Computational Study on the Minor-Mode Fugues in Book I Autor Lin, Katherine

“…The aim of this study is to find, test, and quantify measurable connections between temperament and key. The graphical methods of Exploratory Data Analysis and…”
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