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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
MLX
MLX is an array framework for machine learning on Apple silicon, brought to you by Apple machine learning research.
https://github.com/ml-explore/mlx
MLOps Course – Build Machine Learning Production Grade Projects
MLOps, short for Machine Learning Operations, refers to the practice of applying DevOps principles to machine learning. This MLOps course will guide you through an end-to-end MLOps project, covering everything from data ingestion to deployment, using state-of-the-art tools like ZenML, MLflow, and various MLOps libraries.
https://www.youtube.com/watch?v=-dJPoLm_gtE
Viewing an Animated GIF with Python
Animated GIFs are a fun way to share silent videos on social media. This website has a tutorial to ...
https://www.blog.pythonlibrary.org/2023/12/05/viewing-an-animated-gif-with-python/
TIL The backend of Meta Threads is built with Python 3.10
https://www.reddit.com/r/Python/comments/18dvsl9/til_the_backend_of_meta_threads_is_built_with/
TaskWeaver
A code-first agent framework for seamlessly planning and executing data analytics tasks.
https://github.com/microsoft/TaskWeaver
How many lines of C it takes to execute a + b in Python
https://codeconfessions.substack.com/p/cpython-dynamic-dispatch-internals
weaviate / Verba
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
https://github.com/weaviate/Verba
marker
Convert PDF to markdown quickly with high accuracy.
https://github.com/VikParuchuri/marker
Gymbo
Gradient-based symbolic execution engine implemented from scratch.
https://github.com/Koukyosyumei/Gymbo
Python Hub Weekly Digest for 2023-12-10
https://pythonhub.dev/digest/2023-12-10/
CPython Object System Internals: Understanding the Role of PyObject
Understand how objects are implemented in CPython and how CPython emulates Inheritance and Polymorphism in C using struct embedding.
https://codeconfessions.substack.com/p/cpython-object-system-internals-understanding
kanban-python
A Terminal Kanban Application written in Python to boost your productivity.
https://github.com/Zaloog/kanban-python
Announcing the Flask Mega-Tutorial, 2024 Edition
Today I'm super-excited to share that I have made available a major update to the Flask ...
http://blog.miguelgrinberg.com/post/announcing-the-flask-mega-tutorial-2024-edition
huggingface / alignment-handbook
Robust recipes for to align language models with human and AI preferences
https://github.com/huggingface/alignment-handbook
autometrics-py
Easily add metrics to your code that actually help you spot and debug issues in production. Built on Prometheus and OpenTelemetry.
https://github.com/autometrics-dev/autometrics-py
Canopy
Canopy is an open-source Retrieval Augmented Generation (RAG) framework and context engine built on top of the Pinecone vector database. Canopy enables you to quickly and easily experiment with and build applications using RAG. Start chatting with your documents or text data with a few simple commands.
https://github.com/pinecone-io/canopy
great-tables
Easily generate information-rich, publication-quality tables from Python.
https://github.com/posit-dev/great-tables
What's new in Django 5.0!
Have you been counting down the days? Not to Christmas... to the new Django release! Django 5.0 is out! Let's unwrap the new features of our favourite Python web framework together.
https://www.youtube.com/watch?v=lPl5Q5gv9G8
gpt-fast
Simple and efficient pytorch-native transformer text generation.
https://github.com/pytorch-labs/gpt-fast
Deep Dive Into the State Design Pattern in Python
https://www.youtube.com/watch?v=5OzLrbk82zY
DataStack
Datastack is an open-source framework that enables you to easily build real-time web apps, internal tools, dashboards, weekend projects, data entry forms, or prototypes using just Python—no frontend experience required.
https://github.com/data-stack-hub/DataStack
NetworkX – Network Analysis in Python
https://networkx.org/
Using Polars in a Pandas world
Pandas has far more third-party integrations than Polars. Learn how to use those libraries with Polars dataframes.
https://pythonspeed.com/articles/polars-pandas-interopability/
Django 5.0 released
The Django team is happy to announce the release of Django 5.0.
The release notes
cover a deluge of ...
https://www.djangoproject.com/weblog/2023/dec/04/django-50-released/
Flask-Muck
Flask-Muck is a batteries-included framework for automatically generating RESTful APIs with Create, Read, Update and Delete (CRUD) endpoints in a Flask/SqlAlchemy application stack.
https://github.com/dtiesling/flask-muck
A simple WebSocket benchmark in Python
https://lemire.me/blog/2023/11/28/a-simple-websocket-benchmark-in-python
Meditron
Meditron is a suite of open-source medical Large Language Models (LLMs).
https://github.com/epfLLM/meditron
Running Python Parallel Applications with Sub Interpreters
Python 3.12 introduced a new API for “sub interpreters”, which are a different parallel execution model for Python that provide a nice compromise between the true parallelism of multiprocessing, but with a much faster startup time. This post will explain what a sub interpreter is, why it’s important for parallel code execution in Python and how it compares with other approaches.
https://tonybaloney.github.io/posts/sub-interpreter-web-workers.html
Breezy
A Distributed Version Control System with a Friendly UI.
https://github.com/breezy-team/breezy