PythonHub

Python Hub Weekly Digest for 2024-07-07 https://pythonhub.dev/digest/2024-07-07/

All Set! Looking Under the Hood of Python's Set Data Structure Learn everything about hash tables, collision handling, and performance optimization. https://blog.codingconfessions.com/p/cpython-set-implementation

Python toolkit for quantitative finance https://github.com/goldmansachs/gs-quant

PostHog / posthog 🦔 PostHog provides open-source product analytics, session recording, feature flagging and A/B testing that you can self-host. https://github.com/PostHog/posthog

Frappe HR Open Source, modern, and easy-to-use HR and Payroll Software for all organizations https://github.com/frappe/hrms

A simplified Python simulation of diffusion https://www.thepythoncodingstack.com/p/python-diffusion-simulation-demo-turtle

My Python code is a neural network https://blog.gabornyeki.com/2024-07-my-python-code-is-a-neural-network/

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 collections.abc 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... https://www.youtube.com/watch?v=Knth0LhQnC0

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. https://github.com/xorbitsai/inference

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! https://incoherency.co.uk/blog/stories/chatgpt-linux.html

Run Python code in the browser Execute you code online with the latest version of the interpreter. https://www.pynerds.com/compiler/

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. https://martinheinz.dev/blog/112

anthropics / anthropic-sdk-python https://github.com/anthropics/anthropic-sdk-python

tsellm Use LLMs in your SQLite queries. https://github.com/Florents-Tselai/tsellm

Reladiff High-performance diffing of large datasets across databases. https://github.com/erezsh/reladiff

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. https://www.youtube.com/watch?v=Rp9Ha0rVM1w

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