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glowingpython.blogspot.com | ||
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randalolson.com
Randy Olson shows how you can create your own traveling salesman portrait using Python. |
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matbesancon.xyz
Learning by doing: detecting fraud on bank notes using Python in 3 steps. |
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senthil.learntosolveit.com
This is a coin flip simulator. It compare theoretical binomial distribution with experimental results. listings/python/coinflip.py (Source) import random import math import matplotlib.pyplot as plt |
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vxlabs.com
I have recently become fascinated with (Variational) Autoencoders and with PyTorch. Kevin Frans has a beautiful blog post online explaining variational autoencoders, with examples in TensorFlow and, importantly, with cat pictures. Jaan Altosaar's blog post takes an even deeper look at VAEs from both the deep learning perspective and the perspective of graphical models. Both of these posts, as well as Diederik Kingma's original 2014 paper Auto-Encoding Variational Bayes, are more than worth your time. |
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