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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
skfolio
Python library for portfolio optimization built on top of scikit-learn.
https://github.com/skfolio/skfolio
guoqincode / Open-AnimateAnyone
Unofficial Implementation of Animate Anyone
https://github.com/guoqincode/Open-AnimateAnyone
Why is python generally not recommended for building Android apps?
https://www.reddit.com/r/learnpython/comments/195p2dr/why_is_python_generally_not_recommended_for/
microsoft / promptbase
All things prompt engineering
https://github.com/microsoft/promptbase
Integrating Rust and Python with a Shared Library
Learn how to build computational and memory intensive functions in Rust and seamlessly integrate them into Python scripts. This video covers creating a shared Python module with Rust using pyo3, compiling the Rust code into a shared object file, importing that file in Python, and calling the high-performance Rust functions from Python.
https://www.youtube.com/watch?v=K9dUqGyQ9pw
aloha
A Low-cost Open-source Hardware System for Bimanual Teleoperation.
https://github.com/tonyzhaozh/aloha
Using formatters and linters to manage a large codebase
At Kraken Tech we have a large global development team with over 500 developers, the majority of which work on the same monolithic codebase comprising more than 4 million lines of Python code. We release new code over 100 times a day, running hundreds of thousands of tests in the process. So how can we ensure high coding quality in a distributed team, with such frequent changes? And how ...
https://tech.octopus.energy/news/2024/01/05/linting-and-formatting.html
Deploying AI-powered Django apps to Modal.com
Modal is a great place to deploy Python apps that use AI models and require GPU. Here’s how to use Modal with Django apps.
https://tolkunov.dev/posts/django-on-modal/
Experimenting with Handwriting Recognition for The New York Times Crossword
The article discusses the exploration of handwriting recognition in The New York Times Crossword app during the MakerWeek 2023 hackathon. The project involved implementing on-device machine learning for handwriting recognition on both iOS and Android platforms, with the potential for interactive features like "Scribble-to-Erase" detection and in-app self-training mechanisms.
https://open.nytimes.com/experimenting-with-handwriting-recognition-for-new-york-times-crossword-a78e08fec08f
ali-vilab / i2vgen-xl
Official repo for VGen: a holistic video generation ecosystem for video generation building on diffusion models
https://github.com/ali-vilab/i2vgen-xl
Retro on Viberary
The article reflects on the author's experience with Viberary, a side project aimed at finding books based on a particular vibe. The project was created to explore machine learning side projects and the intersection of search and recommendations, serving as a production-grade complement to the author's recent deep dive into embeddings.
https://vickiboykis.com/2024/01/05/retro-on-viberary/
Asyncio Logging Without Blocking
You can implement non-blocking logging in asyncio programs by using a shared Queue with a ...
https://superfastpython.com/asyncio-log-blocking/
DocFlow
DocFlow is a powerful Document Management API designed to streamline document handling, including seamless uploading, downloading, organization, versioning, sharing, and more.
https://github.com/jiisanda/docflow
Declarative GUI for Python
https://www.reddit.com/r/Python/comments/18mdpig/declarative_gui_for_python/
Fontimize: Subset Fonts to Exactly and Only Your Website's Used Characters
Fontimize is a Python library that enables the creation of font subsets containing only the specific glyphs needed for text or HTML, thereby reducing the initial download size of websites and optimizing bandwidth usage.
https://daveon.design/introducing-fontimize-subset-fonts-to-exactly-and-only-your-websites-used-characters.html
langgraph
Building language agents as graphs.
https://github.com/langchain-ai/langgraph
Anyone have examples of a Python visualisation package used to produce journalist-quality charts/infographics?
https://www.reddit.com/r/Python/comments/193y9wj/anyone_have_examples_of_a_python_visualisation/
van-gonography
Hide any type of files inside a image of your choice.
https://github.com/JoshuaKasa/van-gonography
Knuckledragger: Experimenting with a Python Proof Assistant
Something that I’m tinkering with is making a proof assistant in python.
https://www.philipzucker.com/python-itp/
Data Analyst Bootcamp for Beginners (SQL, Tableau, Power BI, Python, Excel, Pandas, Projects, more)
Become a data analyst by following along with this massive course. You will learn the core topics that data analysts need to know. And along the way, you will build plenty of projects to gain hands-on experience.
https://www.youtube.com/watch?v=PSNXoAs2FtQ
prs-eth / Marigold
Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
https://github.com/prs-eth/Marigold
A Deep Dive Into Python's functools.wraps Decorator
The article discusses the importance of the functools.wraps decorator in Python. It explains how the decorator helps to preserve metadata when wrapping one object over another, particularly when developing Python decorators. The author emphasizes the significance of this decorator due to the potential loss of valuable metadata from the encapsulated object.
https://jacobpadilla.com/articles/Functools-Deep-Dive
Fun With Scrapy Link Validation on CI
How can you make sure, automatically, that all the links to other internal pages within a site continue to work? In this article, we look at how to use Scrapy, a web scraping tool, and GitHub Actions, a Continuous Integration system, to accomplish this goal.
https://www.mattlayman.com/blog/2024/fun-scrapy-validation-ci/
psst
Paper-based Secret Sharing Technique.
https://github.com/Sjlver/psst
Type information for faster Python C extensions
https://bernsteinbear.com//blog/typed-c-extensions/
Python Hub Weekly Digest for 2024-01-14
https://pythonhub.dev/digest/2024-01-14/
SIMD in Pure Python
https://www.da.vidbuchanan.co.uk/blog/python-swar.html
semantic-router
Semantic Router is a superfast decision layer for your LLMs and agents. Rather than waiting for slow LLM generations to make tool-use decisions, we use the magic of semantic vector space to make those decisions — routing our requests using semantic meaning.
https://github.com/aurelio-labs/semantic-router
MotionCtrl
A Unified and Flexible Motion Controller for Video Generation.
https://github.com/TencentARC/MotionCtrl
Committing without git
https://matheustavares.gitlab.io/posts/committing-without-git