Search Results - "Python package"

Astroalign: A Python module for astronomical image registration by Beroiz, M., Cabral, J.B., Sanchez, B.

“…We present an algorithm implemented in the Astroalign Python module for image registration in astronomy. Our module does not rely on WCS information and…”
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Imbalance-XGBoost: leveraging weighted and focal losses for binary label-imbalanced classification with XGBoost by Wang, Chen, Deng, Chengyuan, Wang, Suzhen

“…•A novel Python-based package for binary imbalanced classification is designed.•Experiments on multiple label-imbalanced dataset shows competitive (perhaps…”
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Software tools for conducting bibliometric analysis in science: An up-to-date review by Moral-Muñoz, José A., Herrera-Viedma, Enrique, Santisteban-Espejo, Antonio, Cobo, Manuel J.

“…Bibliometrics has become an essential tool for assessing and analyzing the output of scientists, cooperation between universities, the effect of state-owned…”
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Chaospy: An open source tool for designing methods of uncertainty quantification by Feinberg, Jonathan, Langtangen, Hans Petter

“…•Software for modeling uncertainty using Monte Carlo and polynomial chaos expansions.•Used from Python with a programming syntax close to the mathematical…”
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Automating the determination of pore size distribution in liquid separation membranes via solute retention experiments by Martinez, Kenia M., Hardian, Rifan, Ignacz, Gergo, Szekely, Gyorgy

“…Membranes used for molecular separation in liquid media require precise determination of their pore size distribution (PSD). Analytical methods, such as…”
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Improved Supervised Learning-Based Approach for Leaf and Wood Classification From LiDAR Point Clouds of Forests by Krishna Moorthy, Sruthi M., Calders, Kim, Vicari, Matheus B., Verbeeck, Hans

“…Accurately classifying 3-D point clouds into woody and leafy components has been an interest for applications in forestry and ecology including the better…”
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irreversibility: A Python Package for Assessing and Manipulating the Time Irreversibility of Real-World Time Series by Zanin, Massimiliano

“…Time irreversibility refers to the property of some dynamical systems and time series of being statistically different when observed backward in time. While…”
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Profylo: A Python Package for Phylogenetic Profile Comparison and Analysis by Schoenstein, Martin, Mermillod, Pauline, Kress, Arnaud, Lecompte, Odile, Nevers, Yannis

“…Phylogenetic profiling, involving the analysis of presence-absence of orthologs in a set of species, is a way to infer functional association between genes…”
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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…”
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Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation by Bac, Jonathan, Mirkes, Evgeny M., Gorban, Alexander N., Tyukin, Ivan, Zinovyev, Andrei

“…Dealing with uncertainty in applications of machine learning to real-life data critically depends on the knowledge of intrinsic dimensionality (ID). A number…”
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MSIGen: An Open-Source Python Package for Processing and Visualizing Mass Spectrometry Imaging Data by Hernly, Emerson, Hu, Hang, Laskin, Julia

“…Mass spectrometry imaging (MSI) provides information about the spatial localization of molecules in complex samples with high sensitivity and molecular…”
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Advancing green hydrogen purification: Multiscale evaluation of membrane processes using novel software, pySembrane by An, Nahyeon, Gu, Boram, Kim, Junghwan, Ga, Seongbin

“…Membrane-based separation processes are increasingly recognized as effective purification systems for green hydrogen, produced through ammonia cracking…”
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Chatterjee Correlation Coefficient: A robust alternative for classic correlation methods in geochemical studies- (including “TripleCpy” Python package) by Sadeghi, Behnam

“…[Display omitted] •Person and Spearman were discussed, and Chatterjee correlation coefficients (CCC) was introduced as the new robust alternative.•Their…”
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ProPythia: A Python package for protein classification based on machine and deep learning by Sequeira, Ana Marta, Lousa, Diana, Rocha, Miguel

“…The field of protein data mining has been growing rapidly in the last years. To characterize proteins and determine their function from their amino acid…”
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AGDES: a Python package and an approach to generating synthetic data for differential equation solving with LLMs by Zakharov, Vladimir, Surkov, Anton, Koltcov, Sergei

“…The rapid development of large language models (LLMs), including their successful application to solving mathematical problems requiring complex reasoning,…”
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Glucose360: An Open-Source Python Platform with Event-Based Integration for Continuous Glucose Monitoring Data Analysis by Ehlert, Ben, Aron, Dhruv, Perelman, Dalia, Wu, Yue, Snyder, Michael P

“…Continuous glucose monitoring (CGM) devices provide real-time actionable data on blood glucose levels, making them essential tools for effective glucose…”
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MildInt: Deep Learning-Based Multimodal Longitudinal Data Integration Framework by Lee, Garam, Kang, Byungkon, Nho, Kwangsik, Sohn, Kyung-Ah, Kim, Dokyoon

“…As large amounts of heterogeneous biomedical data become available, numerous methods for integrating such datasets have been developed to extract complementary…”
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Madina Python package: Scalable urban network analysis for modeling pedestrian and bicycle trips in cities by Sevtsuk, Andres, Alhassan, Abdulaziz

“…There is growing interest around sustainable mobility in cities, particularly pedestrian mobility, but methodological limitations and scarcity of software…”
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PDBe tools for an in‐depth analysis of small molecules in the Protein Data Bank by Choudhary, Preeti, Kunnakkattu, Ibrahim Roshan, Nair, Sreenath, Lawal, Dare Kayode, Pidruchna, Ivanna, Afonso, Marcelo Querino Lima, Fleming, Jennifer R., Velankar, Sameer

“…The Protein Data Bank (PDB) is the primary global repository for experimentally determined 3D structures of biological macromolecules and their complexes with…”
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PySmash: Python package and individual executable program for representative substructure generation and application by Yang, Zi-Yi, Yang, Zhi-Jiang, Zhao, Yue, Yin, Ming-Zhu, Lu, Ai-Ping, Chen, Xiang, Liu, Shao, Hou, Ting-Jun, Cao, Dong-Sheng

“…Substructure screening is widely applied to evaluate the molecular potency and ADMET properties of compounds in drug discovery pipelines, and it can also be…”
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