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- methcalchim
- es==== ==== Programming bases and tools ==== * Python programming language * [[http://www.learnpython.org/|LearnPython.org]] interactive tutorial with code execution * [[https://www.datacamp.com/courses/intro-to-python-for-data-science|DataCamp free course "Intro
- numerical_methods_for_ordinary_differential_equations
- stem-in-3d/]] (2012, Jake Vanderplas) * with Ipython notebook * [[http://nbviewer.ipython.org/github/pjpmarques/Modelling-the-World/blob/master/Lorenz%20Attractor.ipynb]], * [[http://nbviewer.ipython.org/gist/dpsanders/d417c1ffbb76f13f678c]], including a tuto
- system_of_linear_equations
- * 2.3 LU Decomposition and Its Application * Python [[https://docs.scipy.org/doc/numpy/|NumPy]] library : [[https://docs.scipy.org/doc/numpy/reference/index.html|NumPy Reference]] * [[
- eigenvalues_and_eigenvectors
- n dynamics, evolution (stationary [[wp>population pyramid]]) * [[wp>Leslie_matrix|Leslie matrix]] ... , molecular orbitals (Hartree–Fock theory) ===== Python libraries ===== * NumPy (more portability) * [[https://docs.scipy.org/doc/numpy/reference/routines.linalg.html|numpy.lina
- root-finding_algorithm
- omial of arbitrary degree * [[https://docs.scipy.org/doc/numpy/reference/routines.polynomials.html|Polynomials in NumPy]] * [[https://docs.scipy.org/doc/numpy/reference/routines.polynomials.polynomial.html|polynomial
- numerical_integration
- ussian Quadratures and Orthogonal Polynomials * Python SciPy library : [[https://docs.scipy.org/doc/scipy/reference/|SciPy Reference]] * [[https://docs.scipy.org/doc/scipy/reference/tutoria
- partial_differential_equation
- eate-your-own-finite-volume-fluid-simulation-with-python-8f9eab0b8305|Create Your Own Finite Volume Fluid Simulation (With Python)]] Philip Mocz, Medium, 01/10/2020 * [[ht... -on-a-string-with-the-finite-difference-method-in-python-75acad3228a5|Modeling a Wave on a String With the Finite Difference Method in Python]] Allain Rhett, 16/03/2022