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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://guillaume-chevalier.com/spiking-neural-network-snn-with-pytorch-where-backpropagation-engenders-stdp-hebbian-learning/
Guillaume Chevalier's Blog
Spiking Neural Network (SNN) with PyTorch: towards bridging the gap between deep learning and the human brain
Hebbian learning naturally takes place during the backpropagation of Spiking Neural Networks (SNNs). Backpropagation in SNNs engenders STDP-like behavior.
Python drawer
https://www.zdnet.com/article/python-is-eating-the-world-how-one-developers-side-project-became-the-hottest-programming-language-on-the-planet/
ZDNET
Python is eating the world: How one developer's side project became the hottest programming language on the planet
Frustrated by programming language shortcomings, Guido van Rossum created Python. With the language now used by millions, Nick Heath talks to van Rossum about Python's past and explores what's next.
Python drawer
https://instagram-engineering.com/adaptive-process-and-memory-management-for-python-web-servers-15b0c410a043
Medium
Adaptive process and memory management for Python web servers
At Instagram, process and memory management is a frequent point of consideration in building large-scale, distributed, fault-tolerant…
Python drawer
https://orbifold.xyz/interfaces-are-forever.html
orbifold.xyz
Orbifolds and Other Games - Interfaces are forever
Python drawer
https://boredhacking.com/tor-webscraping-proxy/
Boredhacking
Avoiding Webscraping Throttling Using Python and Tor as a Proxy
In order to hide your IP address and to try and limit throttling when web scraping, it might be a good idea to use a proxy such as Tor. This post describes how to use Python based web scraping tools and Tor to hide yourself when scraping websites for data.…
Python drawer
https://m.habr.com/en/post/458518/
Habr
Python consumes a lot of memory or how to reduce the size of objects?
A memory problem may arise when a large number of objects are active in RAM during the execution of a program, especially if there are restrictions on the total amount of available memory. Below...
Python drawer
http://www.blog.pythonlibrary.org/2019/07/16/intro-to-black-the-uncompromising-python-code-formatter/
Mouse Vs Python
Intro to Black - The Uncompromising Python Code Formatter - Mouse Vs Python
Learn about Python's most popular code formatter, Black! It can make all your code uniform and your team's commits easier.
Python drawer
https://www.pyimagesearch.com/2019/07/15/video-classification-with-keras-and-deep-learning/
PyImageSearch
Video classification with Keras and Deep Learning - PyImageSearch
In this tutorial, you will learn how to perform video classification using Keras, Python, and Deep Learning.
Python drawer
https://bassi.li/blog/2019/07/15/set-vs-literal-in-python-3.html
Python drawer
https://djangostars.com/blog/the-python-celery-cookbook-small-tool-big-possibilities/
Software Development Blog & IT Tech Insights | Django Stars
The Python Celery Cookbook: Small Tool, Big Possibilities
Most developers are familiar with Celery, but not everyone knows the possibilities this tool opens up. Use the Celery Cookbook to find out how to efficiently organize your work with Celery queues and task groups.
Python drawer
https://medium.com/hackernoon/has-the-python-gil-been-slain-9440d28fa93d
Medium
Has the Python GIL been slain?
In early 2003, Intel launched the new Pentium 4 “HT” processor. This processor was clocked at 3 GHz and had “Hyper-Threading” Technology.
Python drawer
https://realpython.com/build-recommendation-engine-collaborative-filtering/
Realpython
Build a Recommendation Engine With Collaborative Filtering – Real Python
In this tutorial, you'll learn about collaborative filtering, which is one of the most common approaches for building recommender systems. You'll cover the various types of algorithms that fall under this category and see how to implement them in Python.
Python drawer
https://boredhacking.com/tor-webscraping-proxy/
Boredhacking
Avoiding Webscraping Throttling Using Python and Tor as a Proxy
In order to hide your IP address and to try and limit throttling when web scraping, it might be a good idea to use a proxy such as Tor. This post describes how to use Python based web scraping tools and Tor to hide yourself when scraping websites for data.…
Python drawer
https://instagram-engineering.com/adaptive-process-and-memory-management-for-python-web-servers-15b0c410a043
Medium
Adaptive process and memory management for Python web servers
At Instagram, process and memory management is a frequent point of consideration in building large-scale, distributed, fault-tolerant…
Python drawer
https://adamj.eu/tech/2019/07/15/djangos-test-case-classes-and-a-three-times-speed-up/
Python drawer
https://cloud.google.com/blog/products/ai-machine-learning/how-to-serve-deep-learning-models-using-tensorflow-2-0-with-cloud-functions
Google Cloud Blog
How to serve deep learning models using TensorFlow 2.0 with Cloud Functions | Google Cloud Blog
Learn how to run inference on Cloud Functions using TensorFlow 2.0.
Python drawer
https://www.marsja.se/python-data-visualization-techniques-you-should-learn-seaborn/
Erik Marsja
9 Data Visualization Techniques You Should Learn in Python - Erik Marsja
In this Python data visualization tutorial we will learn how to create 9 different plots using Python Seaborn. More precisely we have used Python to create a scatter plot, histogram, bar plot, time series plot, box plot, heat map, correlogram, violin plot…
Python drawer
https://www.dataschool.io/python-pandas-tricks/
Data School
Data School's Top 25 Pandas Tricks (video)
Work faster, write better pandas code, and impress your friends! These are the most useful tricks I've learned from 5 years of teaching Python's pandas library.
Python drawer
https://www.makeartwithpython.com/blog/dab-and-tpose-controlled-lights/
Make Art with Python
Building Dab and T-Pose Controlled Lights
Training a neural network to control lights through dance
Python drawer
https://blog.floydhub.com/web-scraping-with-python/
FloydHub Blog
DIY Data: Web Scraping with Python and BeautifulSoup
Getting sufficient clean, reliable data is one of the hardest parts of data science. Web scraping automates the process of visiting web pages, downloading the data, and cleaning the results. With this technique, we can create new datasets from a large compendium…