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https://maheshba.bitbucket.io/blog/2024/05/08/2024-ThreeLaws.html
A Compilation of 3 Python Machine Learning Projects
Especially Crafted For:
A Zen of Python is a list of 19 guiding principles for writing beautiful code. Zen of Python was written by Tim Peters and later added to Python.
Here is how you can access the Zen of Python.
import this
print(this)
Output:
The Zen of Python, by Tim Peters
https://thomasmansencal.substack.com/p/colour-science-for-python
https://www.colour-science.org/
Colour is an open-source Python package providing a comprehensive number of algorithms and datasets for colour science. It is freely available under the BSD-3-Clause terms.
https://realpython.com/python-shebang
In this tutorial, you’ll:
In short, a shebang is a special kind of comment that you may include in your source code to tell the operating system’s shell where to find the interpreter for the rest of the file:
#!/usr/bin/python3
print("Hello, World!")
https://numpy.org/doc/stable/user/absolute_beginners.html
NumPy (Numerical Python) is an open source Python library that’s used in almost every field of science and engineering. It’s the universal standard for working with numerical data in Python, and it’s at the core of the scientific Python and PyData ecosystems. NumPy users include everyone from beginning coders to experienced researchers doing state-of-the-art scientific and industrial research and development. The NumPy API is used extensively in Pandas, SciPy, Matplotlib, scikit-learn, scikit-image and most other data science and scientific Python packages.
The NumPy library contains multidimensional array and matrix data structures (you’ll find more information about this in later sections). It provides ndarray, a homogeneous n-dimensional array object, with methods to efficiently operate on it. NumPy can be used to perform a wide variety of mathematical operations on arrays. It adds powerful data structures to Python that guarantee efficient calculations with arrays and matrices and it supplies an enormous library of high-level mathematical functions that operate on these arrays and matrices.
https://pyimagesearch.com/2017/08/28/fast-optimized-for-pixel-loops-with-opencv-and-python/
https://learnopencv.com/exposure-fusion-using-opencv-cpp-python/
Exposure Fusion is a method for combining images taken with different exposure settings into one image that looks like a tone mapped High Dynamic Range (HDR) image.
https://www.freecodecamp.org/news/python-automation-scripts/
https://cv-tricks.com/how-to/developer-guide-to-key-differences-between-python-2-and-3/
https://medium.com/@meghamohan/mutable-and-immutable-side-of-python-c2145cf72747
Everything in Python is an object.
Since everything in Python is an Object, every variable holds an object instance. When an object is initiated, it is assigned a unique object id. Its type is defined at runtime and once set can never change, however its state can be changed if it is mutable.
Simply put, a mutable object can be changed after it is created, and an immutable object can’t.
Mutable objects:
list, dict, set, byte array
Immutable objects:
int, float, complex, string, tuple, frozen set [note: immutable version of set], bytes
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