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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.python.org/dev/peps/pep-0603/
Python Enhancement Proposals (PEPs)
PEP 603 – Adding a frozenmap type to collections | peps.python.org
A persistent data structure is defined as a data structure that preserves the previous version of the data when the data is modified. Such data structures are effectively immutable, as operations on them do not update the structure in-place, but instead...
Python drawer
https://www.mattlayman.com/blog/2019/python-alternative-docker/
Matt Layman
Python alternative to Docker
Are you using Python and thinking about containers to deploy your app? Before you jump to Docker, consider other package formats that may fit better. This article explores one such format from LinkedIn.
Python drawer
https://medium.com/riselab/functional-rl-with-keras-and-tensorflow-eager-7973f81d6345
Medium
Functional RL with Keras and Tensorflow Eager
We explore a functional paradigm for implementing scalable reinforcement learning (RL) algorithms with TensorFlow 2.0
Python drawer
https://medium.com/tensorflow/deeppavlov-an-open-source-library-for-end-to-end-dialog-systems-and-chatbots-31cf26849e37
Medium
DeepPavlov: an open-source library for end-to-end dialog systems and chatbots
A guest post by Vasily Konovalov
Python drawer
https://instagram-engineering.com/types-for-python-http-apis-an-instagram-story-d3c3a207fdb7
Python drawer
https://www.dataquest.io/blog/how-much-spent-amazon-data-analysis/
Dataquest
Find Out How Much You've Spent on Amazon — Analyze Your Data
How much have I spent on Amazon? That's a scary question, but if you want to know the answer, here's how you can find it...and a lot more!
Python drawer
https://stephanheijl.com/protein_sequence_ml.html
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https://benjam.info/blog/posts/2019-09-18-python-deep-dive-tokenizer/
Python drawer
https://srcco.de/posts/kubernetes-and-python.html
SRCco.de
Kubernetes and Python
While Go is the language-of-choice in the cloud-native world, Python has a huge community and makes it really easy to extend Kubernetes in only a few lines of code.
This post is a follow-up to a talk
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https://timothycrosley.github.io/hypothesis-auto/
Python drawer
https://leancrew.com/all-this/2019/09/discontinuous-ranges-in-python/
Leancrew
Discontinuous ranges in Python
I've started using the unpacking operator to concatenate ranges with gaps.
Python drawer
https://kanoki.org/2019/09/16/dataframe-visualization-with-pandas-plot/
Python drawer
https://amehta.github.io/posts/2019/09/create-and-apply-simple-filters-to-an-image-using-opencv-and-python/
amehta.github.io
Create and apply simple filters to an image using OpenCV and Python
In this blog post, I will show you how we can enhance our images using colored filters and add border backgrounds.
Original Original w/ color filter Original w/ color border Let’s get started.
1. Simple color filter Lets start with first creating…
Python drawer
https://skerritt.blog/learn-functional-python-in-10-minutes/
skerritt.blog
Learn Functional Python in 10 Minutes
In this short 10 minute article, you’ll learn what the functional paradigm is in Python. You’ll also learn about list comprehensions.
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Functional Paradigm In an imperative paradigm, we do things by giving the computer a sequence of tasks and then it executes…
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https://blog.datasciencedojo.com/network-theory-game-of-thrones/
Data Science Blog | AI, ML, big data analytics
Game of Thrones and Network Theory | Data Analysis in Python
Analyzing Game of Thrones data to identify character importance, factions and gender interactions using Network Theory and Python.
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http://blog.rtwilson.com/matplotlib-titles-have-configurable-locations-and-you-can-have-more-than-one-at-once/
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https://tryexceptpass.org/article/continuous-builds-subprocess-execution/
tryexceptpass.org
Command Execution Tricks with Subprocess - Designing CI/CD Systems
Use Python's subprocess module to execute instructions inside a Docker container that build and test your code in an automated CI/CD system.
Python drawer
https://www.benfrederickson.com/dont-pickle-your-data/
Benfrederickson
Don't Pickle Your Data
Python drawer
https://realpython.com/python-async-features/
Realpython
Getting Started With Async Features in Python – Real Python
This step-by-step tutorial gives you the tools you need to start making asynchronous programming techniques a part of your repertoire. You'll learn how to use Python async features to take advantage of IO processes and free up your CPU.
Python drawer
https://hackaday.com/2019/09/18/whats-in-a-name-tales-of-python-perl-and-the-gimp/
Hackaday
What’s In A Name? Tales Of Python, Perl, And The GIMP
In the older days of open source software, major projects tended to have their Benevolent Dictators For Life who made all the final decisions, and some mature projects still operate that way. Guido…