Index
A
B
C
D
E
F
G
H
I
J
K
L
- least-squares method
- leastsq() function / Mathematical optimization
- legend() function / Legend and annotations
- legends
- Lena Soderberg
- lexsort() function
- linear algebra
- Linear Algebra PACKage (LAPACK) / Time for action – installing Python on different operating systems
- linear model
- linear systems
- linspace() function / What just happened?, Time for action – plotting a polynomial function
- Linux
- SciPy, installing / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Linux
- NumPy, installing / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Linux
- IPython, installing / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Linux
- matplotlib, installing / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Linux
- Lissajous curves
- loadmat() function / MATLAB and Octave
- locators / Time for action – plotting a year's worth of stock quotes
- logarithmic plots
- loglog() function / Logarithmic plots
- lognormal() function / Lognormal distribution
- lognormal distribution
M
- .mat file
- MacPorts
- Maple / IPython – an interactive shell
- mat() function / Time for action – creating matrices, What just happened?, Time for action – inverting matrices
- Mathematica / IPython – an interactive shell
- mathematical optimization
- MATLAB / IPython – an interactive shell, MATLAB and Octave
- matplotlib
- installing, on Windows / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Windows
- installing, on Linux / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Linux
- using, in Pygame / Time for Action – using matplotlib in Pygame, What just happened?
- matplotlib.finance package
- matrices
- matrix
- inverting, URL / Time for action – creating matrices
- creating, from other matrices / Creating a matrix from other matrices, What just happened?
- inverting, in linear algebra / Time for action – inverting matrices, Pop quiz – creating a matrix
- decomposing, with SVD / Time for action – decomposing a matrix
- pseudo inverse, computing / Pseudo inverse, Time for action – computing the pseudo inverse of a matrix, What just happened?
- determinant, calculating / Determinants, What just happened?
- matrix() function / Fibonacci numbers
- maxulp of 2
- median
- Mersenne Twister algorithm
- methods / The dtype constructors
- mirr() function / Financial functions
- missing values
- mod() function / Time for action – computing the modulo
- modified Bessel function
- modified internal rate of return / Financial functions
- modules, Python
- modulo
- msvcp71.dll file
- multidimensional arrays
N
- nanargmax() function / Searching
- nanargmin() function / Searching
- NetBSD / Artificial Intelligence
- net present value
- normal distribution
- normality test / Time for action – analyzing random values
- nose tests
- Not a Number (NaN)
- npv() function / Financial functions, Net present value
- number of periodic payments
- numerical integration
- NumPy
- about / Python
- URL / Time for action – installing Python on different operating systems
- installing, on Windows / NumPy on Windows, Time for action – installing NumPy, matplotlib, SciPy, and IPython on Windows
- installing, on Linux / NumPy on Linux
- installing, on Red Hat / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Linux
- installing, on Mandriva / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Linux
- installing, on Gentoo / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Linux
- installing, on Debian and Ubuntu / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Linux
- installing, on Mac OS X / NumPy on Mac OS X
- installing, with MacPorts / Time for action – installing NumPy, SciPy, matplotlib, and IPython with MacPorts or Fink
- installing, with Fink / Time for action – installing NumPy, SciPy, matplotlib, and IPython with MacPorts or Fink
- array object / NumPy array object
- numerical types / NumPy numerical types
- matrices / Matrices
- sorting routines / Sorting
- search functions / Searching
- financial functions / Financial functions
- used, for animating objects / Time for action – animating objects with NumPy and Pygame
- used, for accessing surface pixels / Surface pixels, Time for Action – accessing surface pixel data with NumPy, What just happened?
- numpy.dtype class / Data type objects
- numpy.random.choice() function
- NumPy 1.8 / Fancy indexing
- NumPy and SciPy functions
- NumPy array object
O
P
Q
R
S
T
U
V
W
- Waclaw Sierpinski / Time for Action – drawing the Sierpinski gasket
- weekly summary
- window functions
- Windows
- Numpy, installing / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Windows
- IPython, installing / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Windows
- matplotlib, installing / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Windows
- SciPy, installing / Time for action – installing NumPy, matplotlib, SciPy, and IPython on Windows
- Windows IPython installer
- write() function / Time for action – replaying audio clips
X
Y
Z
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