| ... | ... | @@ -32,12 +32,12 @@ interests are Rust (at the time of writing) and Python (specifically the NumPy l |
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## Referenced Courses & Materials
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I may reference materials (e.g., lecture notes) and topics from various courses, including:
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I may reference materials (e.g., lecture notes) and topics from various
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courses, including:
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- **CS 330 - Object Oriented Programming & Design**
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- **CS 350 - Introduction to Software Engineering**
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- **CS 417 - Computational Methods & Software**
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- [Python non-linear solver discussion](https://www.cs.odu.edu/~tkennedy/cs417/f20/Public/solverDiscussion/)
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I may also reference a couple examples from the previous:
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| ... | ... | @@ -53,10 +53,11 @@ I may also reference a couple examples from the previous: |
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> *NumPy is the fundamental package for scientific computing in Python. It is a
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> Python library that provides a multidimensional array object, various derived
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> objects (such as masked arrays and matrices), and an assortment of routines for
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> fast operations on arrays, including mathematical, logical, shape manipulation,
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> sorting, selecting, I/O, discrete Fourier transforms, basic linear algebra,
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> basic statistical operations, random simulation and much more.*
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> objects (such as masked arrays and matrices), and an assortment of routines
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> for fast operations on arrays, including mathematical, logical, shape
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> manipulation, sorting, selecting, I/O, discrete Fourier transforms, basic
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> linear algebra, basic statistical operations, random simulation and much
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> more.*
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>
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>
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> Retrieved from <https://numpy.org/doc/stable/user/whatisnumpy.html>
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| ... | ... | @@ -75,7 +76,7 @@ Mayer](https://www.amazon.com/Coffee-Break-NumPy-Science-Mastery/dp/1076932614) |
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is an excellent read. In fact... I read the book during the 2020 Winter Break.
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Let us start with a few short NumPy basics (e.g., arrays and broadcasting) then
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build Matrix Solver!.
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build a Matrix Solver!.
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## Creating Arrays
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| ... | ... | @@ -135,7 +136,7 @@ NumPy arrays can be... |
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## Broadcasting
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The next couple snippets are extracted from
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[braodcasting.py](https://git-community.cs.odu.edu/tkennedy/python-workshop/-/blob/master/NumPy/broadcasting.py).
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[broadcasting.py](https://git-community.cs.odu.edu/tkennedy/python-workshop/-/blob/master/NumPy/broadcasting.py).
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In Python... each element of a list must be updated one at a time. If a list of
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prices needed to be reduced by 10%, each one would need to be multiplied by 0.9
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