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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://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.
Python drawer
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.
Python drawer
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...
Python drawer
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
Python drawer
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.
Python drawer
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
Python drawer
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.
Python drawer
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.
Python drawer
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
Python drawer
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!
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https://medium.com/@k.giguz/getting-started-with-azure-python-functions-abd4d88706f7
Medium
Getting started with Azure Python functions
Learn how to create Azure Python functions with a practical example.
Python drawer
https://github.com/junswj/pandora_duplicates/blob/master/README.md
GitHub
junswj/pandora_duplicates
Pandora Playlist Duplicate Checking Tool. Contribute to junswj/pandora_duplicates development by creating an account on GitHub.
Python drawer
https://nedbatchelder.com//blog/201908/why_your_mock_doesnt_work.html