PythonHub

Detecting hallucinations in large language models using semantic entropy https://www.nature.com/articles/s41586-024-07421-0

A Complete Guide to Pytest Fixtures In this tutorial, I'll guide you through the ins and outs of Pytest fixtures. You'll learn how to create fixtures, parameterize them for flexibility, and leverage their power to create efficient, reliable, and maintainable unit tests. https://betterstack.com/community/guides/testing/pytest-fixtures-guide/

Before moving from Java to Python, what does Python lack that Java has? ( Think about enterprise application) https://www.reddit.com/r/learnpython/comments/1d9mc9e/before_moving_from_java_to_python_what_does/

Official PyTorch Documentary: Powering the AI Revolution The film reveals the true story behind PyTorch's creation, highlighting the contributions of its dedicated developers. It showcases the strength of the PyTorch community, aiming to inspire further contributions and recognition of its importance in the open source world. https://www.youtube.com/watch?v=rgP_LBtaUEc

Build Full Stack Web Apps in Pure Python with Reflex - No Javascript Required The video demonstrates building a full stack web application using only Python with Reflex, bypassing the need for HTML, CSS, and JavaScript. It covers creating interfaces, adding features like user authentication and data storage, managing data efficiently, and customizing design with Radix UI for a seamless development experience. https://www.youtube.com/watch?v=ITOZkzjtjUA

Optimize scheduling and routing in Python: a new open source solver Timefold Solve the Vehicle Routing Problem, Maintenance Scheduling, Employee Scheduling, etc in Python. https://timefold.ai/blog/new-open-source-solver-python

The basics of async/await Learn the basics of create and running asynchronous tasks https://www.pynerds.com/asyncawait-in-python/

OpenContracts Mass document analytics platform based on LlamaIndex, Pgvector, React and Django. https://github.com/JSv4/OpenContracts

hftbacktest A high-frequency trading and market-making backtesting tool in Python and Rust, which accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books, with real-world crypto market-making examples for Binance Futures https://github.com/nkaz001/hftbacktest

Python Hub Weekly Digest for 2024-06-30 https://pythonhub.dev/digest/2024-06-30/

How to Move From pandas to Polars Considering replacing pandas with Polars? Learn how to make the switch, what to keep in mind, and how PyCharm can help. https://blog.jetbrains.com/pycharm/2024/06/how-to-move-from-pandas-to-polars/

Django: Introducing django-harlequin, a launcher for Terminal-based SQL IDE Harlequin Harlequin is a Terminal-based SQL IDE by Ted Conbeer. It is pretty popular, with over 2,500 GitHub ... https://adamj.eu/tech/2024/05/07/django-harlequin/

Django Enhancement Proposal 14: Background Workers As of today, DEP-14 has been approved � The DEP was written and stewarded by Jake Howard. A very ... https://www.djangoproject.com/weblog/2024/may/29/django-enhancement-proposal-14-background-workers/

TokenCost Easy token price estimates for 400+ LLMs. https://github.com/AgentOps-AI/tokencost

Aurora Aurora is a static site generator implemented in Python. https://github.com/capjamesg/aurora

Do These 5 Things if You Don’t Want to Write Crappy Code In this video, I'll share 5 key things you should do to avoid writing crappy code. These tips, drawn from my own experience, will help you write clean code. https://www.youtube.com/watch?v=vhdUyGs_f6c

Parsing Python ASTs 20x Faster with Rust The post describes how the integration of Rust can significantly speed up the parsing of Python Abstract Syntax Trees (ASTs). By rewriting critical components in Rust, the process can be made up to 20 times faster compared to the original Python implementation, offering substantial performance improvements for developers working with ASTs in Python. https://www.gauge.sh/blog/parsing-python-asts-20x-faster-with-rust

django-render Build fast, user-friendly applications with Django and React. https://github.com/kaedroho/django-render

NumPy 2.0.0 NumPy 2.0.0 is the first major release since 2006. It is the result of 11 months of development since the last feature release and is the work of 212 contributors spread over 1078 pull requests. It contains a large number of exciting new features as well as changes to both the Python and C APIs. https://github.com/numpy/numpy/releases/tag/v2.0.0

AI-Math-Notes AI Math Notes is an interactive drawing application that allows users to draw mathematical equations on a canvas. Once an equation is drawn, the application uses a multimodal LLM to calculate and display the result next to the equals sign. https://github.com/ayushpai/AI-Math-Notes