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Profiling and Analyzing Performance of Python Programs In this article, we will look at the tools and techniques that can help us narrow down our focus and find bottlenecks both for CPU and memory consumption, as well as how to implement easy (almost zero-effort) solutions to performance issues in cases where even well-targeted code changes won't help anymore. https://martinheinz.dev/blog/64

NASA Scientists use Jupyter to visualize the atmosphere of planets https://www.reddit.com/r/Python/comments/rxm740/nasa_scientists_use_jupyter_to_visualize_the/

What part-time job can I get that I can automate with python? (Serious) https://www.reddit.com/r/learnpython/comments/rxh78g/what_parttime_job_can_i_get_that_i_can_automate/

Ever heard of Black? This is the opposite. A tool to turn your clean python code into a hideous (working) mess. https://www.reddit.com/r/Python/comments/rra22x/ever_heard_of_black_this_is_the_opposite_a_tool/

kivy / kivy Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS https://github.com/kivy/kivy

FastAPI Microservice Patterns: GraphQL API The go-to backend/frontend integration API. https://t.co/SDDWx7qygf

slotscheck Find mistakes in your slots definitions. https://github.com/ariebovenberg/slotscheck

nurses_2 A widget and async-centric terminal graphics library. https://github.com/salt-die/nurses_2

MT3 Multi-Task Multitrack Music Transcription. https://github.com/magenta/mt3

Finally a proper email sender https://www.reddit.com/r/Python/comments/rtrduz/finally_a_proper_email_sender/

Python Type Hints – How to Handle Optional Imports https://adamj.eu/tech/2021/12/29/python-type-hints-optional-imports/

Build an NFT rarity tool with Django Learn how to build an NFT rarity tool. The project we will build will use Django, celery for asynchronous tasks, and web3.py to interact with the Ethereum blockchain. https://ghost.justdjango.com/blog/nft-rarity-tool/

EMOJILANG: A programming language where you can code using emojis🗿 https://www.reddit.com/r/Python/comments/ruytfm/emojilang_a_programming_language_where_you_can/

A strongly typed dialect of Python is coming. I would like to humbly suggest a name for it. https://www.reddit.com/r/Python/comments/rs2utp/a_strongly_typed_dialect_of_python_is_coming_i/

Guido van Rossum - Python 4.0 will never arrive🤚😔: "Thеrе will probably nеvеr bе a 4.0 and wе’ll continuе until 3.33, at lеast." - Sabrina Carpenter [Medium] Then, evidently, we will get a Python 'Pi' https://www.reddit.com/r/Python/comments/rt0p1i/guido_van_rossum_python_40_will_never_arrive/

tree-math Mathematical operations for JAX pytrees. https://github.com/google/tree-math

debug-toolkit A modern code-injection framework for Python. Like Pyrasite but Kubernetes-aware. https://github.com/robusta-dev/debug-toolkit

Asyncer Asyncer, async and await, focused on developer experience. https://github.com/tiangolo/asyncer

Django security releases issued: 4.0.1, 3.2.11, and 2.2.26 https://www.djangoproject.com/weblog/2022/jan/04/security-releases/

How to Make an Immutable Dict in Python https://adamj.eu/tech/2022/01/05/how-to-make-immutable-dict-in-python/