PythonHub Logo Python Hub Weekly Digest for 2024-07-07

๐Ÿ’– Most Popular

Are generator-coroutines really the answer?
The video delves into generator co-routines in Python, explaining the distinctions between generators, functions, and generator instances, and the protocols and roles of in defining generators. It highlights the advantages of lazy computation with generators, efficient control and data flow management, and addresses challenges in chaining operations and modeling complex p...

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.

Secrets of the ChatGPT Linux system
Have you noticed that ChatGPT sometimes writes out Python code and somehow executes it? How does that work? What kind of environment is it using? Can we co-opt it for our own ends? Let's find out!

Detecting hallucinations in large language models using semantic entropy

xorbitsai / inference
Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.

๐Ÿ“– Articles

Python toolkit for quantitative finance

Optimize scheduling and routing in Python: a new open source solver Timefold
Solve the Vehicle Routing Problem, Maintenance Scheduling, Employee Scheduling, etc in Python.

7 Functional Programming Techniques Every Developer Should Know
This video explores 7 functional programming techniques and demonstrate their functionality. Despite Python not being a purely functional language, embracing these techniques can greatly enhance your Python skills.

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.

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.

A simplified Python simulation of diffusion

A Guide to Python's Weak References Using weakref Module
Chances are that you never touched and maybe haven't even heard about Python's weakref module. While it might not be commonly used in your code, it's fundamental to the inner workings of many libraries, frameworks and even Python itself. So, in this article we will explore what it is, how it is helpful, and how you could incorporate it into your code as well.

Run Python code in the browser
Execute you code online with the latest version of the interpreter.

The basics of async/await
Learn the basics of create and running asynchronous tasks

My Python code is a neural network

All Set! Looking Under the Hood of Python's Set Data Structure
Learn everything about hash tables, collision handling, and performance optimization.

PostHog / posthog
๐Ÿฆ” PostHog provides open-source product analytics, session recording, feature flagging and A/B testing that you can self-host.

Python Hub Weekly Digest for 2024-06-30

anthropics / anthropic-sdk-python

โš™๏ธ Projects

High-performance diffing of large datasets across databases.

Mass document analytics platform based on LlamaIndex, Pgvector, React and Django.

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

Frappe HR
Open Source, modern, and easy-to-use HR and Payroll Software for all organizations

Use LLMs in your SQLite queries.

๐Ÿ‘พ Reddits

Before moving from Java to Python, what does Python lack that Java has? ( Think about enterprise application)

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