SciPy – Stats

All of the statistics functions are located in the sub-package scipy.stats and a fairly complete listing of these functions can be obtained using info(stats) function. A list of random variables available can also be…

Continue ReadingSciPy – Stats

SciPy – Optimize

The scipy.optimize package provides several commonly used optimization algorithms. This module contains the following aspects − Unconstrained and constrained minimization of multivariate scalar functions (minimize()) using a variety of algorithms (e.g. BFGS,…

Continue ReadingSciPy – Optimize

SciPy – Linalg

SciPy is built using the optimized ATLAS LAPACK and BLAS libraries. It has very fast linear algebra capabilities. All of these linear algebra routines expect an object that can be converted into a two-dimensional…

Continue ReadingSciPy – Linalg