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Simulation with Python : develop simulation and modeling in natural sciences, engineering, and social sciences /
Understand the theory and implementation of simulation. This book covers simulation topics from a scenario-driven approach using Python and rich visualizations and tabulations. The book discusses simulation used in the natural and social sciences and with simulations taken from the top algorithms us...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
[Berkeley, CA] :
Apress L.P.,
[2022]
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
| LEADER | 00000cam a2200000Ii 4500 | ||
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| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
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| 019 | |a 1342249410 | ||
| 020 | |a 9781484281857 |q electronic book | ||
| 020 | |a 1484281853 |q electronic book | ||
| 020 | |z 1484281845 | ||
| 020 | |z 9781484281840 | ||
| 024 | 7 | |a 10.1007/978-1-4842-8185-7 |2 doi | |
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| 037 | |a 9781484281857 |b O'Reilly Media | ||
| 050 | 4 | |a QA76.73.P98 |b L52 2022 | |
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| 100 | 1 | |a Li, Rongpeng, |e author. | |
| 245 | 1 | 0 | |a Simulation with Python : |b develop simulation and modeling in natural sciences, engineering, and social sciences / |c Rongpeng Li, Aiichiro Nakano. |
| 264 | 1 | |a [Berkeley, CA] : |b Apress L.P., |c [2022] | |
| 300 | |a 1 online resource (175 pages) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 500 | |a Includes index. | ||
| 520 | |a Understand the theory and implementation of simulation. This book covers simulation topics from a scenario-driven approach using Python and rich visualizations and tabulations. The book discusses simulation used in the natural and social sciences and with simulations taken from the top algorithms used in the industry today. The authors use an engaging approach that mixes mathematics and programming experiments with beginning-intermediate level Python code to create an immersive learning experience that is cohesive and integrated. After reading this book, you will have an understanding of simulation used in natural sciences, engineering, and social sciences using Python. What You'll Learn Use Python and numerical computation to demonstrate the power of simulation Choose a paradigm to run a simulation Draw statistical insights from numerical experiments Know how simulation is used to solve real-world problems Who This Book Is For Entry-level to mid-level Python developers from various backgrounds, including backend developers, academic research programmers, data scientists, and machine learning engineers. The book is also useful to high school students and college undergraduates and graduates with STEM backgrounds. | ||
| 505 | 0 | |a Chapter 1: Calculating Pi and Beyond: Searching Order in Disorder with Simulation -- Chapter 2: Markov Chain: A Peek into the Future.Chapter 3: Multi-Armed Bandits: Probability Simulation and Bayesian Statistics -- Chapter 4: Balls in 2D Box: A Simplest Physics Engine -- Chapter 5: Percolation: Threshold and Phase Change -- Chapter 6: Queuing System: How Stock Trades are Made -- Chapter 7: Rock, Scissor and Paper: Multi-Agent Simulation -- Chapter 8: Matthew Effect and Tax Policy: Why the Rich Keeps Getting Richer -- Chapter 9: Misinformation Spreading: Simulation on a Graph (Centrality, Networkx) -- Chapter 10: Simulated Annealing and Genetic Algorithm. | |
| 588 | |a Description based on online resource; title from digital title page (viewed on September 20, 2022). | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Python (Computer program language) | |
| 650 | 0 | |a Computer simulation. | |
| 650 | 0 | |a Simulation methods. | |
| 650 | 7 | |a Computer simulation. |2 fast |0 (OCoLC)fst00872518 | |
| 650 | 7 | |a Python (Computer program language) |2 fast |0 (OCoLC)fst01084736 | |
| 650 | 7 | |a Simulation methods. |2 fast |0 (OCoLC)fst01119166 | |
| 700 | 1 | |a Nakano, Aiichiro. | |
| 776 | 0 | 8 | |i Print version: |a Li, Rongpeng. |t Simulation with Python. |d Berkeley, CA : Apress L.P., ©2022 |z 9781484281840 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781484281857/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 938 | |a Askews and Holts Library Services |b ASKH |n AH40658740 | ||
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL7077205 | ||
| 938 | |a YBP Library Services |b YANK |n 303089318 | ||
| 994 | |a 92 |b IZTAP | ||