Výsledky vyhledávání - "Python Library"

AUDIT: An open-source Python library for AI model evaluation with use cases in MRI brain tumor segmentation Autor Aumente-Maestro, Carlos, Müller, Michael, Remeseiro, Beatriz, Díez, Jorge, Reyes, Mauricio

“… To address these limitations, this study introduces AUDIT, an open-source Python library designed to enhance the evaluation of segmentation models and the analysis of MRI datasets…”
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An Open‐Source Python Library for Varying Model Parameters and Automating Concurrent Simulations of the National Water Model Autor Raney, Austin, Maghami, Iman, Feng, Yenchia, Mandli, Kyle, Cohen, Sagy, Goodall, Jonathan

“… Here we present the Dockerized Job Scheduler (DJS) a Python library that takes a service approach to modeling…”
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PyParadigm—A Python Library to Build Screens in a Declarative Way Autor Knorr, Felix G., Petzold, Johannes, Marxen, Michael

“… Creating such paradigms can require a lot of effort. PyParadigm is a newly developed Python library to ease the development of such paradigms by employing a declarative approach to build user interfaces (UIs…”
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Exomod: A Python Library for Exoplanet Transit Light Curve Fitting and Stacking with Background Simulation and Optimization Autor Akilah, Rafa Nanda, Randolph, Bryant, Khawariz Andaristiyan, M.

“… A module was developed in the form of a Python library based on modeling using background simulation and fitting by utilizing global and local optimization, such as differential evolution and the Broyden–Fletcher–Goldfarb–Shanno (BFGS) method…”
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SelfEEG: A Python library for Self-Supervised Learning in Electroencephalography Autor Federico Del Pup, Zanola, Andrea, Louis, Fabrice Tshimanga, Mazzon, Paolo Emilio, Atzori, Manfredo

“…SelfEEG is an open-source Python library developed to assist researchers in conducting Self-Supervised Learning (SSL…”
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Analysis of Learner's Response to Process Automation Class Design Using Web Content and Python Library Autor Hong, Heekyung

“… Therefore, AI education is emerging as an essential subject in universities, and curriculums are being designed and researched through various approaches…”
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Analysis of Learner's Response to Process Automation Class Design Using Web Content and Python Library Autor Hong, Heekyung

“… Therefore, AI education is emerging as an essential subject in universities, and curriculums are being designed and researched through various approaches…”
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NeuroTorch: A Python library for neuroscience-oriented machine learning Autor Gince, Jérémie, Drouin, Anthony, Desrosiers, Patrick, Hardy, Simon V

“…Machine learning (ML) has become a powerful tool for data analysis, leading to significant advances in neuroscience research. While ML algorithms are…”
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DN3: An open-source Python library for large-scale raw neurophysiology data assimilation for more flexible and standardized deep learning Autor Demetres Kostas, Rudzicz, Frank

“…Abstract We propose an open-source Python library, called DN3, designed to accelerate deep learning (DL…”
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Advanced Data Acquisition and Processing Autor Smith, William, Sun, Helen

“… The same is true of information technology. Developing and maintaining an understanding of technical subjects across a broad range of areas means that you will have more knowledge and skills to attack problems when they appear and formulate…”
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An overview and comparison of free Python libraries for data mining and big data analysis Autor Stancin, I., Jovic, A.

“… There is currently no paper dealing with the subject and describing pros and cons of all these libraries. Here we consider more than 20 libraries and separate them into six groups…”
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Julearn: an easy-to-use library for leakage-free evaluation and inspection of ML models Autor Hamdan, Sami, More, Shammi, Sasse, Leonard, Komeyer, Vera, Patil, Kaustubh R., Raimondo, Federico

“… Here, we created julearn, an open-source Python library allowing researchers to design and evaluate complex ML pipelines without encountering common pitfalls…”
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The Virtual Brain: a simulator of primate brain network dynamics Autor Sanz Leon, Paula, Knock, Stuart A., Woodman, M. Marmaduke, Domide, Lia, Mersmann, Jochen, McIntosh, Anthony R., Jirsa, Viktor

“… TVB allows the reproduction and evaluation of personalized configurations of the brain by using individual subject data…”
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Estimating Free-Energy Surfaces and Their Convergence from Multiple, Independent Static and History-Dependent Biased Molecular-Dynamics Simulations with Mean Force Integration Autor Bjola, Antoniu, Salvalaglio, Matteo

“… simulations subject to diverse biasing protocols, including static biases, different variants of metadynamics, and various combinations of static…”
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Rhodium-SWMM: An open-source tool for green infrastructure placement under deep uncertainty Autor Tebyanian, Nastaran, Fischbach, Jordan, Lempert, Robert, Knopman, Debra, Wu, Hong, Iulo, Lisa, Keller, Klaus

“… Thus far, MORDM has been used sparsely for GI planning. To help mainstream MORDM applications in GI planning, we developed an open-source Python library: Rhodium-SWMM…”
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Exploring classical machine learning for identification of pathological lung auscultations Autor Razvadauskas, Haroldas, Vaičiukynas, Evaldas, Buškus, Kazimieras, Arlauskas, Lukas, Nowaczyk, Sławomir, Sadauskas, Saulius, Naudžiūnas, Albinas

“…The use of machine learning in biomedical research has surged in recent years thanks to advances in devices and artificial intelligence. Our aim is to expand…”
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Discovering opioid slang on social media: A Word2Vec approach with reddit data Autor Holbrook, E., Wiskur, B., Nagykaldi, Z.

“… Manually identifying names of specific drugs can be difficult in both time and labor. The study utilized the Gensim Python library and its Word2Vec neural network model…”
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System architecture optimization strategies: dealing with expensive hierarchical problems Autor Bussemaker, Jasper H, Saves, Paul, Bartoli, Nathalie, Lefebvre, Thierry, Lafage, Rémi

“…: expensive, black-box, hierarchical, mixed-discrete, constrained, multi-objective problems that may be subject to hidden constraints…”
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Improving understanding of groundwater flow in an alpine karst system by reconstructing its geologic history using conduit network model ensembles Autor Fandel, Chloé, Ferré, Ty, Miville, François, Renard, Philippe, Goldscheider, Nico

“… Hölloch cave, which consists of an active section whose formation is well-understood and an inactive section whose formation is the subject of debate…”
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A Topic Modeling Approach to Discover the Global and Local Subjects in Membrane Distillation Separation Process Autor Aytaç, Ersin, Khayet, Mohamed

“… In this study, we used BERTopic, a new cutting-edge Python library for topic modeling, to explore the global and local themes in the MD separation literature…”
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