Learning SciPy for Numerical and Scientific Computing
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Introduction to SciPy
What is SciPy?
How to install SciPy
SciPy organization
How to find documentation
Scientific visualization
Summary
Top-level SciPy
Object essentials
The array object
Array routines
SciPy for Linear Algebra
Matrix creation
Matrix methods
SciPy for Numerical Analysis
Evaluation of special functions
Interpolation and regression
Optimization
Integration
Ordinary differential equations
Lorenz Attractors
SciPy for Signal Processing
Discrete Fourier Transforms
Signal construction
Filters
SciPy for Data Mining
Descriptive statistics
Distances
Clustering
SciPy for Computational Geometry
Structural model of oxides
A finite element solver for Poisson's equation
Interaction with Other Languages
Fortran
C/C++
Matlab/Octave
Index
