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- methcalchim
- bine Matplotlib, NumPy and SciPy * [[http://scikit-learn.org/|Scikit-learn]], machine learning ==== Fundamental numerical methods ==== * [[system_of_... Time series analysis * Machine learning (Scikit-learn,...) * Data visualization * boxplot, ... problem solutions * Machine Learning * Scikit-learn * [[https://towardsdatascience.com/li
- partial_differential_equation
- * Time discretization, Euler approximation, explicit and implicit schemes * Laplace equation (elliptic partial differential equation) * Heat equation ... fferential equation) * Error propagation, explicit //vs// implicit schemes, semi-implicit methods,and their correspondant time complexity ===== Applica
- numerical_methods_for_ordinary_differential_equations
- ifferential equations (the Lorenz equations, note it is not Lorentz) first studied by Edward Lorenz. It is notable for having chaotic solutions for certai... ://numerical.recipes/]] * [[http://www2.units.it/ipl/students_area/imm2/files/Numerical_Recipes.pd
- system_of_linear_equations
- xity analysis * Hint : in Python, use the timeit module ===== Jupyter notebooks ===== * Example... only the independent coefficients are different), it is possible to solve systems with the order of n<... book.com/c/index.html]] * [[http://www2.units.it/ipl/students_area/imm2/files/Numerical_Recipes.pd
- numerical_integration
- od and refinement of spatial grid discretization. It is interesting to check these errors using variou... book.com/c/index.html]] * [[http://www2.units.it/ipl/students_area/imm2/files/Numerical_Recipes.pd
- root-finding_algorithm
- ry simple and robust method, but relatively slow. It assumes continuity of the function, and obtain on... book.com/c/index.html]] * [[http://www2.units.it/ipl/students_area/imm2/files/Numerical_Recipes.pd
- eigenvalues_and_eigenvectors
- ://numerical.recipes/]] * [[http://www2.units.it/ipl/students_area/imm2/files/Numerical_Recipes.pd