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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://julien.danjou.info/dependencies-handling-in-python-automatic-update/
Julien Danjou
Dependencies Handling in Python
Dependencies are a nightmare for many people. Some even argue they are technical debt. Managing the list of the libraries of your software is a horrible experience. Updating them — automatically? — sounds like a delirium. Stick with me here as I am going…
Python drawer
https://www.apptic.me/blog/how-to-train-a-neural-net-to-play-cards.php
www.apptic.me
How to train a neural net to play cards - Apptic
In this article, I use a modified version of Q-learning to train a bot to play the card game Literature. Specifically, I use a neural net to approximate the Q-values.
Python drawer
https://medium.com/analytics-vidhya/stock-market-trends-b24203484e0f
Medium
Stock Market Trends
Let’s get this money right
Python drawer
https://medium.com/@ZymergenTechBlog/building-a-parallel-task-api-with-celery-dbae5ced4e28
Medium
Building a Parallel Task API with Celery
An introduction to running parallel tasks with Celery, plus how and why we built an API on top of Celery’s Canvas task primitives
Python drawer
https://www.pyimagesearch.com/2019/09/02/opencv-stream-video-to-web-browser-html-page
PyImageSearch
OpenCV - Stream video to web browser/HTML page - PyImageSearch
Last updated on July 9, 2021. In this tutorial, you will learn how to use OpenCV to stream video from a webcam to a web browser/HTML page using Flask and Python. Ever have your car stolen? Mine was stolen over…
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https://drewdevault.com/2019/09/02/Interactive-SSH-programs.html
Python drawer
https://m.youtube.com/watch?v=AsafkCAJpJ0
YouTube
Python 3's __init__(), self, Class and Instance Objects Explained Concisely
Looking for a concise but thorough explanation of what Python 3's self means? What __init__() in classes does? What Class Objects and Instance Objects are and how they're related? This 8 minute tutorial covers all of these topics and provides a succinct explanation…
Python drawer
https://towardsdatascience.com/sensing-the-air-quality-5ed5320f7a56
Medium
Sensing the Air Quality
A low-cost IoT Air Quality Monitor based on RaspberryPi 4
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https://m.youtube.com/watch?v=e1IyzVyrLSU
YouTube
Python Django Crash Course
In this Django 2.x crash course we will build a polling app based off the one from the docs. We will look at apps, views, models, urls, the shell and more.
Code:
https://github.com/bradtraversy/pollster_django_crash
Gist With Commands:
https://gist.git…
Python drawer
https://medium.com/@alexgolec/introducing-google-interview-questions-deconstructed-a012e41ea631
Medium
Introducing: Google Interview Questions Deconstructed
This is the first of a series of posts on preparing for and understanding interviews at big tech companies, drawing from my experience…
Python drawer
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!
Python drawer
https://ruslanspivak.com/lsbasi-part17/
Ruslan's Blog
Let’s Build A Simple Interpreter. Part 17: Call Stack and Activation Records
You may have to fight a battle more than once to win it. - Margaret Thatcher
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https://m.youtube.com/playlist?list=PLBGl1tVyiWQQN4evxZ4Tuo-cGVFFTewJH
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https://stackabuse.com/minimax-and-alpha-beta-pruning-in-python/
Stack Abuse
Minimax with Alpha-Beta Pruning in Python
Way back in the late 1920s John Von Neumann established the main problem in game theory that has remained relevant still today: Players s1, s2, ..., sn are pl...
Python drawer
https://nickjanetakis.com/blog/4-use-cases-for-when-to-use-celery-in-a-flask-application
Nick Janetakis
4 Use Cases for When to Use Celery in a Flask Application
Celery helps you run code asynchronously or on a periodic schedule which are very common things you'd want to do in most web projects.
Python drawer
https://medium.com/@gvanrossum_83706/left-recursive-peg-grammars-65dab3c580e1
Medium
Left-recursive PEG Grammars
I’ve alluded to left-recursion as a stumbling block a few times, and it’s time to tackle it. The basic problem is that with a recursive…
Python drawer
https://m.youtube.com/watch?v=0emj42Bn-_Y
YouTube
Understanding Simple Perlin Noise - Generating Islands
The colors ended up a little wonky, but this is a quick look at using Perlin Noise to simulate elevation and create your own islands! If you wanted to expand...
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https://pbpython.com/pandas-excel-tabs.html
Pbpython
Combine Multiple Excel Worksheets Into a Single Pandas Dataframe
This article describes how to use pandas to read in multiple Excel tabs and combine into a single dataframe.
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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.
Python drawer
https://www.agiliq.com/blog/2019/08/getting-started-with-python-graphene/
Agiliq
Getting started with Python graphene
How to write GraphQL compliant apis with Python