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Title: 10. NumPy — Python Programming for Economics and Finance

Open Graph Title: NumPy

X Title: NumPy

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Open Graph Description: This website presents a set of lectures on python programming for economics, designed and written by Thomas J. Sargent and John Stachurski.

X Description: This website presents a set of lectures on python programming for economics, designed and written by Thomas J. Sargent and John Stachurski.

Keywords:

Opengraph URL: https://python-programming.quantecon.org/numpy.html

X: @quantecon

direct link

Domain: python-programming.quantecon.org

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Links:

10.1. Overviewhttps://python-programming.quantecon.org/numpy.html#overview
10.2. NumPy Arrayshttps://python-programming.quantecon.org/numpy.html#numpy-arrays
10.2.1. Basicshttps://python-programming.quantecon.org/numpy.html#basics
10.2.2. Shape and Dimensionhttps://python-programming.quantecon.org/numpy.html#shape-and-dimension
10.2.3. Creating Arrayshttps://python-programming.quantecon.org/numpy.html#creating-arrays
10.2.4. Array Indexinghttps://python-programming.quantecon.org/numpy.html#array-indexing
10.2.5. Array Methodshttps://python-programming.quantecon.org/numpy.html#array-methods
10.3. Arithmetic Operationshttps://python-programming.quantecon.org/numpy.html#arithmetic-operations
10.4. Matrix Multiplicationhttps://python-programming.quantecon.org/numpy.html#matrix-multiplication
10.5. Broadcastinghttps://python-programming.quantecon.org/numpy.html#broadcasting
10.6. Mutability and Copying Arrayshttps://python-programming.quantecon.org/numpy.html#mutability-and-copying-arrays
10.6.1. Mutabilityhttps://python-programming.quantecon.org/numpy.html#mutability
10.6.2. Making Copieshttps://python-programming.quantecon.org/numpy.html#making-copies
10.7. Additional Featureshttps://python-programming.quantecon.org/numpy.html#additional-features
10.7.1. Universal Functionshttps://python-programming.quantecon.org/numpy.html#universal-functions
10.7.2. Comparisonshttps://python-programming.quantecon.org/numpy.html#comparisons
10.7.3. Sub-packageshttps://python-programming.quantecon.org/numpy.html#sub-packages
10.7.4. Implicit Multithreadinghttps://python-programming.quantecon.org/numpy.html#implicit-multithreading
10.8. Exerciseshttps://python-programming.quantecon.org/numpy.html#exercises
https://quantecon.org
https://quantecon.org
Jupyter Bookhttps://jupyterbook.org/v1/
Back to tophttps://python-programming.quantecon.org/numpy.html#top
Python Programming for Economics and Financehttps://python-programming.quantecon.org/intro.html
Thomas J. Sargenthttp://www.tomsargent.com/
John Stachurskihttps://johnstachurski.net/
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#https://python-programming.quantecon.org/numpy.html#numpy
#https://python-programming.quantecon.org/numpy.html#overview
NumPyhttps://en.wikipedia.org/wiki/NumPy
the official NumPy documentationhttps://numpy.org/doc/stable/reference/
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numpy.ndarrayhttps://numpy.org/doc/stable/reference/arrays.ndarray.html
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np.zeroshttps://numpy.org/doc/stable/reference/generated/numpy.zeros.html#numpy.zeros
data typeshttps://numpy.org/doc/stable/reference/arrays.dtypes.html
#https://python-programming.quantecon.org/numpy.html#shape-and-dimension
#https://python-programming.quantecon.org/numpy.html#creating-arrays
the documentationhttps://numpy.org/doc/stable/reference/routines.io.html
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#https://python-programming.quantecon.org/numpy.html#array-methods
#https://python-programming.quantecon.org/numpy.html#arithmetic-operations
#https://python-programming.quantecon.org/numpy.html#matrix-multiplication
#https://python-programming.quantecon.org/numpy.html#broadcasting
Jake VanderPlashttps://jakevdp.github.io/PythonDataScienceHandbook/02.05-computation-on-arrays-broadcasting.html
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SciPyhttps://scipy.org/
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Earlierhttps://python-programming.quantecon.org/python_essentials.html#pyess_ex2
(10.1)https://python-programming.quantecon.org/numpy.html#equation-np-polynom
probability mass functionhttps://en.wikipedia.org/wiki/Probability_mass_function
quantecon libraryhttps://github.com/QuantEcon/QuantEcon.py/tree/main/quantecon
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broadcastinghttps://python-programming.quantecon.org/numpy.html#broadcasting
https://creativecommons.org/licenses/by-sa/4.0/
QuantEconhttps://quantecon.org
1. About These Lectures https://python-programming.quantecon.org/about_py.html
2. Getting Started https://python-programming.quantecon.org/getting_started.html
3. An Introductory Example https://python-programming.quantecon.org/python_by_example.html
4. Functions https://python-programming.quantecon.org/functions.html
5. Python Essentials https://python-programming.quantecon.org/python_essentials.html
6. OOP I: Objects and Methods https://python-programming.quantecon.org/oop_intro.html
7. Names and Namespaces https://python-programming.quantecon.org/names.html
8. OOP II: Building Classes https://python-programming.quantecon.org/python_oop.html
9. Python for Scientific Computing https://python-programming.quantecon.org/need_for_speed.html
10. NumPy https://python-programming.quantecon.org/numpy.html
11. Matplotlib https://python-programming.quantecon.org/matplotlib.html
12. SciPy https://python-programming.quantecon.org/scipy.html
13. Numba https://python-programming.quantecon.org/numba.html
14. JAX https://python-programming.quantecon.org/jax_intro.html
15. NumPy vs Numba vs JAX https://python-programming.quantecon.org/numpy_vs_numba_vs_jax.html
16. Pandas https://python-programming.quantecon.org/pandas.html
17. Pandas for Panel Data https://python-programming.quantecon.org/pandas_panel.html
18. Writing Good Code https://python-programming.quantecon.org/writing_good_code.html
19. Writing Longer Programs https://python-programming.quantecon.org/workspace.html
20. More Language Features https://python-programming.quantecon.org/python_advanced_features.html
21. Debugging and Handling Errors https://python-programming.quantecon.org/debugging.html
22. SymPy https://python-programming.quantecon.org/sympy.html
23. Troubleshooting https://python-programming.quantecon.org/troubleshooting.html
24. Execution Statistics https://python-programming.quantecon.org/status.html
https://python-programming.quantecon.org/intro.html
QuantEconhttps://quantecon.org
https://python-programming.quantecon.org/_notebooks/numpy.ipynb
https://github.com/QuantEcon/lecture-python-programming.myst
Book (PDF)https://python-programming.quantecon.org/_pdf/quantecon-python-programming.pdf
Launch Notebookhttps://colab.research.google.com/github/QuantEcon/lecture-python-programming.notebooks/blob/main/numpy.ipynb

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