Výsledky vyhledávání - Python tutorial

Solving PDEs in Python: The FEniCS Tutorial I Autor Langtangen, Hans Petter, Logg, Anders

“…computer science; algorithms; visualization; software; programming…”
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A Python tutorial for 3DRISM solvation calculations of chemical and biological molecules Autor Swanson, Peter C, Cao, Siqin, Huang, Xuhui

“… In this work, we introduce EPIPY, a Python-based package that leverages the EPISOL kernel library to streamline 3DRISM calculations…”
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Bayesian neural networks via MCMC: a Python-based tutorial Autor Chandra, Rohitash, Simmons, Joshua

“… We present a tutorial for MCMC methods that covers…”
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Análise de sentimento: tutorial com Python Autor Miranda Filho, Silvio Silva, Limongi, Ricardo, Martins, Fellipe Silva

“…Objetivo: Este estudo explora abordagens e algoritmos avançados na análise de sentimentos, como a aprendizagem automática, a aprendizagem profunda e as…”
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Sentiment analysis: a tutorial with Python Autor Miranda Filho, Silvio Silva, Limongi, Ricardo, Martins, Fellipe Silva

“…Purpose: This study explores advanced approaches and algorithms in sentiment analysis, such as machine learning, deep learning, and transformer architectures…”
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Constrained Optimization for Decision Making in Health Care Using Python: A Tutorial Autor Leung, K H Benjamin, Yousefi, Nasrin, Chan, Timothy C Y, Bayoumi, Ahmed M

“…This tutorial provides a user-friendly guide to mathematically formulating constrained optimization problems and implementing them using…”
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Introduction to computational causal inference using reproducible Stata, R, and Python code: A tutorial Autor 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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Tutorial: The LuxPy Python Toolbox for Lighting and Color Science Autor Smet, Kevin A. G.

“…LuxPy is a free and open source Python package that supports several common lighting, colorimetric, color appearance, and other color science related calculations that should be useful to researchers…”
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Harvesting Twitter Data for Studying Motor Behavior in Disabled Populations: An Introduction and Tutorial in Python Autor Fears, Nicholas E, Chatterjee, Riya, Tamplain, Priscila M, Miller, Haylie L

“… Here, we provide a framework for how to harvest data from Twitter through their free, academic researcher application programming interface access using Python…”
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A python based tutorial on prognostics and health management using vibration signal: signal processing, feature extraction and feature selection Autor Sim, Jinwoo, Min, Jinhong, Kim, Doyeon, Cho, Seong Hee, Kim, Seokgoo, Choi, Joo-Ho

“… This paper provides a Python tutorial to aid the beginners in the PHM to implement the signal processing and feature engineering using the open access data of gears and bearings…”
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Game Theory and Python: An educational tutorial to game theory and repeated games using Python Autor Glynatsi, Nikoleta, Knight, Vincent

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Meta-analysis using Python: a hands-on tutorial Autor Masoumi, Safoora, Shahraz, Saeid

“… This paper uses Python’s capabilities to provide applicable instruction to perform a meta-analysis…”
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A Gene Ontology Tutorial in Python Autor Vesztrocy, Alex Warwick, Dessimoz, Christophe

“…This chapter is a tutorial on using Gene Ontology resources in the Python programming language…”
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Interpretability of automated machine learning methods in psychological research: A tutorial with AutoGluon in Python Autor Fu, Haojie, Zhao, Xudong

“…Integrating artificial intelligence into psychological research represents a significant direction in contemporary psychology. Utilizing supervised and…”
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Diffusion models for super-resolution microscopy: a tutorial Autor Bachimanchi, Harshith, Volpe, Giovanni

“… In this tutorial, we provide a comprehensive guide to build denoising diffusion probabilistic models from scratch, with a specific focus on transforming low-resolution microscopy images…”
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A tutorial on solving ordinary differential equations using Python and hybrid physics-informed neural network Autor Nascimento, Renato G., Fricke, Kajetan, Viana, Felipe A.C.

“…We present a tutorial on how to directly implement integration of ordinary differential equations through recurrent neural networks using Python…”
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Solving PDEs in Python: The FEniCS Tutorial I Autor Langtangen, Hans Petter, Logg, Anders

“…This book offers a concise and gentle introduction to finite element programming in Python based on the popular FEniCS software library…”
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Bayesian neural networks via MCMC: a Python-based tutorial Autor Chandra, Rohitash, Simmons, Joshua

“… We present a tutorial for MCMC methods that covers…”
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Waves over a periodic progressive modulation: A python tutorial Autor Nassar, Hussein, Norris, Andrew N, Huang, Guoliang

“… Thus, whenever possible, deployed theory is motivated and exploited numerically, and code for example simulations is written in python…”
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A Tutorial on Combining Flexsim with Python for Developing Discrete-Event Simheuristics Autor Leon, Jonas F., Marone, Paolo, Peyman, Mohammad, Li, Yuda, Calvet, Laura, Dehghanimohammadabadi, Mohammad, Juan, Angel A.

“… This tutorial provides a step-by-step guideline to connect the FlexSim commercial simulator with the popular Python programming language via sockets…”
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