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A collection of curated Python resources from trustworthy sources.
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Python drawer
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Python drawer
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.
Python drawer
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.python.org/dev/peps/pep-0589/
Python Enhancement Proposals (PEPs)
PEP 589 – TypedDict: Type Hints for Dictionaries with a Fixed Set of Keys | peps.python.org
PEP 484 defines the type Dict[K, V] for uniform dictionaries, where each value has the same type, and arbitrary key values are supported. It doesn’t properly support the common pattern where the type of a dictionary value depends on the string value of...
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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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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://pythonspeed.com/articles/live-debugging-python/
Python⇒Speed
A Python prompt into a running process: debugging with Manhole
Your Python process is acting strange—learn how to get a live Python interpreter prompt inside your running process for debugging.
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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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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://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://towardsdatascience.com/understanding-decision-trees-for-classification-python-9663d683c952
Medium
Understanding Decision Trees for Classification (Python)
Decision trees are a popular supervised learning method for a variety of reasons. Benefits of decision trees include that they can be used…
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https://blog.theodo.com/2019/07/aws-s3-upload-django/
Theodo
Set up file uploads to S3 via Django in 10 minutes
Using AWS S3 file storage to handle uploads in Django
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https://sourcery.ai/blog/python-best-practices/
sourcery.ai
How to set up a perfect Python project
Best practices for setting up a project to maintain the highest quality code
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https://towardsdatascience.com/visualizing-data-with-pair-plots-in-python-f228cf529166
Medium
Visualizing Data with Pairs Plots in Python
How to quickly create a powerful exploratory data analysis visualization
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http://www.blog.pythonlibrary.org/2019/08/06/using-twitter-with-python-and-tweepy/
Mouse Vs Python
Using Twitter with Python and Tweepy - Mouse Vs Python
Twitter is a popular social network that people use to communicate with each other. Python has several packages that you can use to interact with Twitter.
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https://medium.com/@alainperkaz_51714/weekend-hack-building-an-unsplash-bot-for-telegram-with-python-5d63d2d9620d
Medium
Weekend Hack: Building an Unsplash bot for Telegram with Python
Build your first Telegram bot using Python and Glitch, that serves hi-res images from Unsplash!
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https://towardsdatascience.com/bayesian-modeling-airlines-customer-service-twitter-response-time-74af893f02c0
Medium
Bayesian Modeling Airlines Customer Service Twitter Response Time
Student’s t-distribution, Poisson distribution, Negative Binomial distribution, Hierarchical modeling and Regression
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https://www.pyimagesearch.com/2019/08/05/keras-learning-rate-finder/
PyImageSearch
Keras Learning Rate Finder - PyImageSearch
In this tutorial, you will learn how to automatically find learning rates using Keras. This guide provides a Keras implementation of fast.ai’s popular “lr_find” method.
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https://medium.com/@gvanrossum_83706/generating-a-peg-parser-520057d642a9
Medium
Generating a PEG Parser
Now that I’ve sketched the infrastructure for a parser and a simple hand-written parser in part 2, let’s turn to generating a parser from…
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https://www.pythonforthelab.com/blog/starting-and-synchronizing-threads/
Python for the Lab
Starting and Synchronizing Threads
Learn how threads in Python can help you develop better code
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https://www.instructables.com/id/Python-coding-for-Minecraft/
Instructables
Python Coding for Minecraft
Python Coding for Minecraft: This Instructable shows how to install and use a mod I wrote that lets you control Minecraft with python scripts. I'll focus on Windows, though OS X and Linux should work just as well.Python scripts can generate neat in-world…
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https://towardsdatascience.com/turn-your-previous-python-projects-into-awesome-tools-with-tkinter-2e61f2241e29
Medium
Turn your previous Python projects into awesome tools — with Tkinter
Creating a simple app with Tkinter, Python and a web scraping script with Selenium!