scipy-cookbook.readthedocs.orgSciPy Cookbook — SciPy Cookbook documentation

-- SciPy Cookbook latest Input & Output Interfacing With Other Languages Interpolation Linear Algebra Matplotlib Mayavi Numpy Optimization and fitting Ordinary differential equations Other examples Performance Root finding Scientific GUIs Scientific Scripts Signal processing Outdated SciPy Cookbook Contents » SciPy Cookbook SciPy Cookbook ¶ This is the “SciPy Cookbook” — a collection of various user-contributed recipes, which once lived under wiki.scipy.org . If you have a nice notebook you’d like to add here, or you’d like to make some other edits, please see the SciPy-CookBook repository . Input & Output ¶ Data Acquisition with NIDAQmx Data acquisition with PyUL Fortran I/O Formats Input and output LAS reader Reading SPE file from CCD camera Reading mat files hdf5 in Matlab Interfacing With Other Languages ¶ C Extensions for Using NumPy Arrays C extensions Ctypes F2py Inline Weave With Basic Array Conversion (no Blitz) SWIG Numpy examples SWIG and Numpy SWIG memory deallocation f2py and numpy Interpolation ¶ Interpolation Using radial basis functions for smoothing/interpolation Linear Algebra ¶ Rank and nullspace of a matrix Matplotlib / 3D Plotting ¶ Matplotlib VTK integration Matplotlib: mplot3d Matplotlib / Embedding Plots in Apps ¶ Embedding In Wx Embedding in Traits GUI Matplotlib: drag’n’drop text example Matplotlib: pyside Matplotlib: scrolling plot Matplotlib / Misc ¶ Load image Matplotlib: adjusting image size Matplotlib: compiling matplotlib on solaris10 Matplotlib: deleting an existing data series Matplotlib: django Matplotlib: interactive plotting Matplotlib: matplotlib and zope Matplotlib: multiple subplots with one axis label Matplotlib: qt with ipython and designer Matplotlib: using matplotlib in a CGI script Matplotlib / Pseudo Color Plots ¶ Matplotlib: colormap transformations Matplotlib: converting a matrix to a raster image Matplotlib: gridding irregularly spaced data Matplotlib: loading a colormap dynamically Matplotlib: plotting images with special values Matplotlib: show colormaps Matplotlib / Simple Plotting ¶ Histograms Matplotlib: animations Matplotlib: arrows Matplotlib: bar charts Matplotlib: custom log labels Matplotlib: hint on diagrams Matplotlib: legend Matplotlib: maps Matplotlib: multicolored line Matplotlib: multiline plots Matplotlib: plotting values with masked arrays Matplotlib: shaded regions Matplotlib: sigmoidal functions Matplotlib: thick axes Matplotlib: transformations Matplotlib: treemap Matplotlib: unfilled histograms Matplotlib / Typesetting ¶ Matplotlib: latex examples Matplotlib: using tex Mayavi ¶ Mayabi: mlab Mayavi Mayavi surf Mayavi tips Mayavi tvtk Mayavi: examples Mayavi: running mayavi 2 Scripting Mayavi 2 Scripting Mayavi 2: basic modules Scripting Mayavi 2: filters Scripting Mayavi 2: main modules Numpy ¶ Addressing Array Columns by Name Building arrays Convolution-like operations Indexing numpy arrays MetaArray Multidot Object arrays using record arrays Stride tricks for the Game of Life Views versus copies in NumPy accumarray like function Optimization and fitting ¶ Fitting data Kwargs optimization wrapper Large-scale bundle adjustment in scipy Least squares circle Linear regression OLS Optimization and fit demo Optimization demo RANSAC Robust nonlinear regression in scipy Ordinary differential equations ¶ Coupled spring-mass system Korteweg de Vries equation Matplotlib: lotka volterra tutorial Modeling a Zombie Apocalypse Solving a discrete boundary-value problem in scipy Theoretical ecology: Hastings and Powell Other examples ¶ Brownian Motion Correlated Random Samples Easy multithreading Eye Diagram Finding the Convex Hull of a 2-D Dataset Finding the minimum point in the convex hull of a finite set of points KDTree example Line Integral Convolution Linear classification Particle filter Reading custom text files with Pyparsing Rebinning Solving large Markov Chains Watershed Performance ¶ A beginners guide to using Python for performance computing Parallel Programming with numpy and scipy Root finding ¶ Function intersections Spherical Bessel Zeros Scientific GUIs ¶ Vtk volume rendering wxPython dialogs Scientific Scripts ¶ FDTD Algorithm Applied to the Schrödinger Equation Signal processing ¶ Applying a FIR filter Butterworth Bandpass Communication theory FIR filter Filtfilt Frequency swept signals Kalman filtering Savitzky Golay Filtering Smoothing of a 1D signal Outdated ¶ A numerical agnostic pyrex class Array, struct, and Pyrex Compiling Extension Modules on Windows using mingw Data Frames Mayavi: Install python stuff from source PIL_example Pyrex And NumPy Recipes for timeseries The FortranFile class dbase xplt Next © Copyright 2015, Various authors Revision 18b940fb . Built with Sphinx using a theme provided by Read the Docs . Read the Docs v: latest Versions latest Downloads htmlzip On Read the Docs Project Home Builds Free document hosting provided by Read the Docs ....