scipy.md

SciPy in LFE

Clustering (scipy.cluster)

Constants (scipy.constants)

Discrete Fourier transforms (scipy.fftpack)

Integration and ODEs (scipy.integrate)

Interpolation (scipy.interpolate)

> (set x (lsci-np:arange 0 10))
#($erlport.opaque python
  #B(128 2 99 110 117 109 112 121 46 99 111 114 101 46 109 117 108 ...))
> (lsci-np:->list x)
(0 1 2 3 4 5 6 7 8 9)
> (set y (lsci-np:exp (lsci-math:div (lsci-math:mul -1 x) 3.0)))
#($erlport.opaque python
  #B(128 2 99 110 117 109 112 121 46 99 111 114 101 46 109 117 108 ...))
> (lsci-np:->list y)
(1.0 0.7165313105737893 0.513417119032592 0.36787944117144233
 0.26359713811572677 0.18887560283756183 0.1353352832366127
 0.09697196786440505 0.06948345122280154 0.049787068367863944)
> (set interp (lsci-sp:interpolate.interp1d x y))
#(#B(105 110 116 101 114 112 49 100) ...)

> (set x-smaller (lsci-np:arange 0 1 0.1))
#($erlport.opaque python
  #B(128 2 99 110 117 109 112 121 46 99 111 114 101 46 109 117 108 ...))
> (lsci-np:->list x-smaller)
(0.0 0.1 0.2 0.30000000000000004 0.4 0.5 0.6000000000000001
 0.7000000000000001 0.8 0.9)
> (set y-smaller (py:func interp `(,x-smaller)))
#($erlport.opaque python
  #B(128 2 99 110 117 109 112 121 46 99 111 114 101 46 109 117 108  ...))
> (lsci-np:->list y-smaller)
(1.0 0.9716531310573789 0.9433062621147579 0.9149593931721368
 0.8866125242295158 0.8582656552868946 0.8299187863442735
 0.8015719174016525 0.7732250484590314 0.7448781795164103)

Input and output (scipy.io)

Linear algebra (scipy.linalg)

Miscellaneous routines (scipy.misc)

Multi-dimensional image processing (scipy.ndimage)

Orthogonal distance regression (scipy.odr)

Optimization and root finding (scipy.optimize)

Signal processing (scipy.signal)

Sparse matrices (scipy.sparse)

Sparse linear algebra (scipy.sparse.linalg)

Compressed Sparse Graph Routines (scipy.sparse.csgraph)

Spatial algorithms and data structures (scipy.spatial)

Special functions (scipy.special)

Statistical functions (scipy.stats)

Statistical functions for masked arrays (scipy.stats.mstats)

C/C++ integration (scipy.weave)