Cargando…
Learning SciPy for numerical and scientific computing : quick solutions to complex numerical problems in physics, applied mathematics, and science with SciPy /
This book targets programmers and scientists who have basic Python knowledge and who are keen to perform scientific and numerical computations with SciPy.
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Birmingham, UK :
Packt Publishing,
2015.
|
| Edición: | Second edition. |
| Colección: | Community experience distilled.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
| LEADER | 00000cam a2200000 i 4500 | ||
|---|---|---|---|
| 001 | EBOOKCENTRAL_ocn906041041 | ||
| 003 | OCoLC | ||
| 005 | 20240329122006.0 | ||
| 006 | m o d | ||
| 007 | cr unu|||||||| | ||
| 008 | 150402s2015 enka o 001 0 eng d | ||
| 040 | |a UMI |b eng |e rda |e pn |c UMI |d YDXCP |d DEBBG |d EBLCP |d COO |d OCLCF |d IDB |d ZCU |d MERUC |d OCLCQ |d CEF |d ICG |d OCLCQ |d CNNOR |d DKC |d AU@ |d OCLCQ |d OCLCO |d OCLCQ |d OCLCO |d OCLCL |d OCLCQ | ||
| 019 | |a 904517871 |a 904652047 | ||
| 020 | |a 9781783987719 | ||
| 020 | |a 1783987715 | ||
| 020 | |a 1783987707 | ||
| 020 | |a 9781783987702 | ||
| 020 | |z 9781783987702 | ||
| 029 | 1 | |a DEBBG |b BV042683000 | |
| 029 | 1 | |a DEBBG |b BV043619047 | |
| 029 | 1 | |a DEBSZ |b 446582026 | |
| 029 | 1 | |a GBVCP |b 835872394 | |
| 035 | |a (OCoLC)906041041 |z (OCoLC)904517871 |z (OCoLC)904652047 | ||
| 037 | |a CL0500000573 |b Safari Books Online | ||
| 050 | 4 | |a QA76.73.P98 | |
| 082 | 0 | 4 | |a 004.10923468 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Rijas G., Sergio J., |e author. | |
| 245 | 1 | 0 | |a Learning SciPy for numerical and scientific computing : |b quick solutions to complex numerical problems in physics, applied mathematics, and science with SciPy / |c Sergio J. Rojas G., Erik A. Christensen, Francisco J. Blanco-Silva. |
| 246 | 3 | 0 | |a Quick solutions to complex numerical problems in physics, applied mathematics, and science with SciPy |
| 250 | |a Second edition. | ||
| 264 | 1 | |a Birmingham, UK : |b Packt Publishing, |c 2015. | |
| 300 | |a 1 online resource (1 volume) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Community experience distilled | |
| 588 | 0 | |a Online resource; title from cover page (Safari, viewed March 26, 2015). | |
| 500 | |a Includes index. | ||
| 505 | 0 | |a Cover; Copyright; Credits; About the Authors; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Introduction to SciPy; What is SciPy?; Installing SciPy; Installing SciPy on Mac OS X; Installing SciPy on Unix/Linux; Installing SciPy on Windows; Testing SciPy installation; SciPy organization; How to find documentation; Scientific visualization; How to open IPython Notebooks; Summary; Chapter 2: Working with the NumPy Array As a First Step to SciPy; Object essentials; Using datatype; Indexing and slicing arrays; The array object; Array conversions. | |
| 505 | 8 | |a Shape selection/manipulationsObject calculations; Array routines; Routines to create arrays; Routines for the combination of two or more arrays; Routines for array manipulation; Routines to extract information from arrays; Summary; Chapter 3: SciPy for Linear Algebra; Vector creation; Vector operations; Addition/subtraction; Scalar/Dot product; Cross / Vector product -- on three-dimensional space vectors; Creating a matrix; Matrix methods; Operations between matrices; Functions on matrices; Eigenvalue problems and matrix decompositions; Image compression via the singular value decomposition. | |
| 505 | 8 | |a SolversSummary; Chapter 4: SciPy for Numerical Analysis; Evaluation of special functions; Convenience and test functions; Univariate polynomials; The gamma function; The Riemann zeta function; Airy and Bairy functions; The Bessel and Struve functions; Other special functions; Interpolation; Regression; Optimization; Minimization; Roots; Integration; Exponential/logarithm integrals; Trigonometric and hyperbolic trigonometric integrals; Elliptic integrals; Gamma and beta integrals ; Numerical integration; Ordinary differential equations; Lorenz attractors; Summary. | |
| 505 | 8 | |a Chapter 5: SciPy for Signal ProcessingDiscrete Fourier Transforms; Signal construction; Filters; LTI system theory; Filter design; Window functions; Image interpolation; Morphology; Summary; Chapter 6: SciPy for Data Mining; Descriptive statistics; Distributions; Interval estimation, correlation measures, and statistical tests; Distribution fitting; Distances; Clustering; Vector quantization and k-means; Hierarchical clustering; Clustering mammals by their dentition; Summary; Chapter 7: SciPy for Computational Geometry; Structural model of oxides. | |
| 505 | 8 | |a A finite element solver for Laplace's equationSummary; Chapter 8: Interaction with Other Languages; Interaction with Fortran; Interaction with C/C++; Interaction with MATLAB/Octave; Summary; Index. | |
| 520 | |a This book targets programmers and scientists who have basic Python knowledge and who are keen to perform scientific and numerical computations with SciPy. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Python (Computer program language) | |
| 650 | 0 | |a Numerical analysis. | |
| 650 | 0 | |a Mathematics |x Data processing. | |
| 650 | 6 | |a Python (Langage de programmation) | |
| 650 | 6 | |a Analyse numérique. | |
| 650 | 6 | |a Mathématiques |x Informatique. | |
| 650 | 7 | |a Mathematics |x Data processing |2 fast | |
| 650 | 7 | |a Numerical analysis |2 fast | |
| 650 | 7 | |a Python (Computer program language) |2 fast | |
| 700 | 1 | |a Christensen, Erik A., |e author. | |
| 700 | 1 | |a Blanco-Silva, Francisco J., |e author. | |
| 758 | |i has work: |a Learning SciPy for numerical and scientific computing (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGb4xvdvwBk8dfh3pPYWrC |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Rojas G., Sergio J. |t Learning SciPy for Numerical and Scientific Computing. |d Birmingham : Packt Publishing, ©2015 |z 9781783987702 |
| 830 | 0 | |a Community experience distilled. | |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=1973843 |z Texto completo |
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL1973843 | ||
| 938 | |a YBP Library Services |b YANK |n 12318641 | ||
| 994 | |a 92 |b IZTAP | ||