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Python functions for numerical analysis: numerical schemes for ODEs, linear algebra, linear/non-linear/iterative solvers, interpolation, and regression analysis.
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Shiva-Iyer/euler
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Introduction ------------ This is euler, a collection of Python routines for solving various problems in applied mathematics. The goal is to provide a simple Python interface that you can use and expand upon in your studies and work. Therefore, no claims are made regarding optimality or elegance of the algorithms and Python implementation. euler is free software, distributed under the terms of the GNU General Public License <http://www.gnu.org/licenses/gpl.html>. Contents -------- interpol : Various interpolation techniques linalg : Topics in linear algebra misc : Mathematical odds and ends ode : Numerical schemes for solving systems of ODEs regress : Functions for regression analysis solver : Solvers for systems of equations test : Example programs to demonstrate the library's functions Prerequisites ------------- (1) Python version 2.7 or greater. (2) NumPy version 1.12 or greater. Installation ------------ The library is written in Python and therefore no installation step is needed. After cloning the source repository, just ensure that the PYTHONPATH environment variable contains ~/your_base_dir/euler. The examples in test/ do this automatically. Bugs ---- Comments, criticisms and bug reports are very welcome and may be sent to the kepler maintainer by email or the project's website. Shiva Iyer shiva.iyer AT g m a i l DOT c o m
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Python functions for numerical analysis: numerical schemes for ODEs, linear algebra, linear/non-linear/iterative solvers, interpolation, and regression analysis.
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