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A collection of curated Python resources from trustworthy sources.
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Python drawer
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https://stackabuse.com/image-classification-with-transfer-learning-and-pytorch/
Stack Abuse
Image Classification with Transfer Learning and PyTorch
Transfer learning is a powerful technique for training deep neural networks that allows one to take knowledge learned about one deep learning problem and apply...
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https://victorzhou.com/blog/softmax/
Victorzhou
A Simple Explanation of the Softmax Function - victorzhou.com
What Softmax is, how it's used, and how to implement it in Python.
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https://rushter.com/blog/python-memory-managment/
Artem Golubin
Memory management in Python
To speed-up memory operations and reduce fragmentation Python uses a special manager on top of the general-purpose allocator, called PyMalloc.
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https://www.marsja.se/how-to-make-a-scatter-plot-in-python-using-seaborn/
Erik Marsja
How to Make a Scatter Plot in Python using Seaborn -
Here we will learn how to make scatter plots, adding trend lines, text, rotating the labels, changing color, and markers, among other things.
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https://programmingzen.com/exploring-mathematics-with-matplotlib-and-python/
Programming Zen
Exploring Mathematics with Matplotlib and Python | Programming Zen
Data Visualization can be a great tool for mathematical exploration and experimentation. In this article, I show you an example using Matplotlib and Python.
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http://www.codingwithricky.com/2019/08/03/1-quadtree-photo-stylizer-python/
CODING w/RICKY
Implementing a Photo Stylizer in Python using a QuadTree Algorithm
Learn how to write a python script to create a quadtree based filter for stylizing photos
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https://hacksoft.blog/improve-your-tests-django-fakes-and-factories/
HackSoft - tailor-made software solutions for your business
Improve your tests in Django with fakes and factories - HackSoft - tailor-made software solutions for your business
This blog post is an introduction into unit testing in Django. It offers an explanation on what are faker and factories and code examples illustrating them.
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https://adamj.eu/tech/2019/08/07/how-to-add-database-modifications-beyond-migrations-to-your-django-project/
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https://towardsdatascience.com/setting-up-your-own-data-science-workspace-with-visual-studio-code-and-anaconda-python-22237590b4ed
Medium
Setting up your own Data Science workspace with Visual Studio Code and Anaconda (Python)
Creating a organized work environment when starting out with data science
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https://itnext.io/how-i-build-my-own-amazon-s3-storage-5de56b4c6612
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https://realpython.com/cpython-source-code-guide/
Realpython
Your Guide to the CPython Source Code – Real Python
In this detailed Python tutorial, you'll explore the CPython source code. By following this step-by-step walkthrough, you'll take a deep dive into how the CPython compiler works and how your Python code gets executed.
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https://blog.startifact.com/posts/refactoring-to-multiple-exit-points.html
Secret Weblog
Refactoring to Multiple Exit Points
Introduction
Functions should have only a single entry point. We all agree on that. But some
people also argue that functions should have a single exit that returns the
value. More people don't seem t
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http://py3readiness.org
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https://www.ncsc.gov.uk/blog-post/time-to-shed-python-2
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http://www.onelinerizer.com
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https://realpython.com/courses/python-lambda-functions/
Realpython
Using Python Lambda Functions – Real Python
In this step-by-step course, you'll learn about Python lambda functions. You'll see how they compare with regular functions and how you can use them in accordance with best practices.
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https://www.mattlayman.com/blog/2019/starlette-mock-service/
Matt Layman
Quick and dirty mock service with Starlette
Have you ever needed to mock out a third party service for use in a large testing environment? I recently did, and I used Starlette, a new async Python web framework, to do it. See what Starlette offers!
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https://medium.com/@jan_5421/insider-trading-visualised-with-python-sec-api-io-5f12a7799b3e
Medium
Insider trading visualised with Python & sec-api.io
Reed Hastings (CEO, Netflix) sold $15M of his shares 2 days before a class action lawsuit hit the company and the stock crashed
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https://realpython.com/openpyxl-excel-spreadsheets-python/
Realpython
A Guide to Excel Spreadsheets in Python With openpyxl – Real Python
In this step-by-step tutorial, you'll learn how to handle spreadsheets in Python using the openpyxl package. You'll learn how to manipulate Excel spreadsheets, extract information from spreadsheets, create simple or more complex spreadsheets, including adding…
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https://kite.com/blog/python/smote-python-imbalanced-learn-for-oversampling/
Code Faster with Kite
Handling Imbalanced Datasets with SMOTE in Python
Use SMOTE and the Python package, imbalanced-learn, to bring harmony to an imbalanced dataset.