Scientific Python @SciPyTip
Tweets about SciPy (Scientific Python) and related topics from @JohnDCook. JohnDCook.com Houston Joined February 2011-
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The Jacobi elliptic functions sn, cn, and dn are all calculated by scipy.special.ellipj.
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SHTOOLS - Tools for working with spherical harmonics shtools.github.io/SHTOOLS/
scipy.special contains erf, erfc, erfinv, etc. Related to normal distribution johndcook.com//erf_and_norma… [pdf]
Shapely: Geometric objects, predicates, and operations pypi.python.org/pypi/Shapely
Distributions in scipy.stats have a method sf for the survival function, i.e. complementary CDF.
scipy.optimize contains functions for optimization and root finding
Minimally sufficient pandas medium.com/dunder-data/mi…
The incomplete gamma and beta functions in SciPy actually compute REGULARIZED incomplete gamma and beta functions. johndcook.com/blog/gamma_pyt…
Can compute eigenvalues and eigenvectors with linalg.eig().
Probability distribution parameterizations in SciPy johndcook.com/blog/2010/02/0…
numpy.random.zipf(a, n) generates n samples from a discrete power law with exponent a.
np.nan_to_num() replaces nan with 0, inf with max float, and -inf with min float.
openpyxl: a Python library to read/write Excel xlsx/xlsm files pypi.python.org/pypi/openpyxl
In IPython, you can use a python variable in a shell command if you put a $ in front of the name. E.g. cd $mydirectory.
Lambert W poster: orcca.on.ca/LambertW/ scipy.special.lambertw
linalg.lstsq can solve over-determined linear systems. (lstsq ~ least squares)
Approximating a solution that doesn't exist johndcook.com/blog/2009/08/1…
Interested in DSP? See SciPy's signal and ndimage subpackages.
Calling R from Python with RPy rpy.sourceforge.net
Mike Driscoll @driscollis
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Algebra Etc. @AlgebraFact
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Analysis Fact @AnalysisFact
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