NumPy and SciPy
NumPy is the foundational module for numeric computation in Python. Its primary data structure, the NumPy n-dimensional array, can be considered the Python equivalent of a MATLAB matrix. SciPy is a collection of modules built upon NumPy to solve a wide range of computational problems in clustering,...
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| Vydané v: | Python for MATLAB Development s. 1 |
|---|---|
| Hlavný autor: | |
| Médium: | Kapitola |
| Jazyk: | English |
| Vydavateľské údaje: |
United States
Apress, an imprint of Springer Nature
2022
Apress L. P Apress |
| Predmet: | |
| ISBN: | 9781484272220, 1484272226 |
| On-line prístup: | Získať plný text |
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- 11.1 NumPy Arrays 11.2 Linear Algebra 11.3 Sparse Matrices 11.4 Interpolation 11.5 Curve Fitting 11.6 Recipe 11-1: Curve Fitting with differential_evolution() 11.7 Regression 11.8 Recipe 11-2: Weighted Least Squares in MATLAB 11.9 Recipe 11-3: Confidence and Prediction Intervals in MATLAB 11.10 Finding Roots 11.11 Recipe 11-4: Solving Simultaneous Nonlinear Equations 11.12 Optimization 11.13 Differential Equations 11.14 Symbolic Mathematics 11.15 Recipe 11-5: Using SymPy in MATLAB 11.16 Recipe 11-6: Compute Laplace Transforms 11.17 Unit Systems 11.18 Recipe 11-7: Using pint in MATLAB References