Splink
Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends.
https://github.com/moj-analytical-services/splink
  
  Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends.
https://github.com/moj-analytical-services/splink
GitHub
  
  GitHub - moj-analytical-services/splink: Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends
  Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends - moj-analytical-services/splink
  Django dashboard
give your django dashboard a new modern skin with new features,
Mobile responsive and customizable on top of tailwindcss
https://github.com/hypy13/django-daisy/
  
  give your django dashboard a new modern skin with new features,
Mobile responsive and customizable on top of tailwindcss
https://github.com/hypy13/django-daisy/
GitHub
  
  GitHub - hypy13/django-daisy: A modern django dashboard built with daisyui
  A modern django dashboard built with daisyui. Contribute to hypy13/django-daisy development by creating an account on GitHub.
  Django + Postgres: The Hunt for Long Running Queries
Using django-pgactivity for application-level monitoring of database queries.
https://pgilmartin.substack.com/p/django-postgres-the-hunt-for-long
  
  Using django-pgactivity for application-level monitoring of database queries.
https://pgilmartin.substack.com/p/django-postgres-the-hunt-for-long
Paul’s Substack
  
  Django + Postgres: The Hunt for Long Running Queries
  Using django-pgactivity for application-level monitoring of database queries.
  Niquests
Niquests is a simple, yet elegant, HTTP library. It is a drop-in replacement for Requests, which is under feature freeze.
https://github.com/jawah/niquests
  
  Niquests is a simple, yet elegant, HTTP library. It is a drop-in replacement for Requests, which is under feature freeze.
https://github.com/jawah/niquests
GitHub
  
  GitHub - jawah/niquests: Drop-in replacement for Requests. Automatic HTTP/1.1, HTTP/2, and HTTP/3. WebSocket, and SSE included.
  Drop-in replacement for Requests. Automatic HTTP/1.1, HTTP/2, and HTTP/3. WebSocket, and SSE included. - jawah/niquests
👍1
  Python client for the $20 Colmi R02 smart ring
https://tahnok.github.io/colmi_r02_client/colmi_r02_client.html
  https://tahnok.github.io/colmi_r02_client/colmi_r02_client.html
TypedDicts are better than you think
This post explains how Python’s TypedDict can enhance code clarity and maintainability by enabling more precise type annotations in dictionaries. It discusses how TypedDict ensures type safety and helps with early error detection in dynamic programming environments.
https://blog.changs.co.uk/typeddicts-are-better-than-you-think.html
  
  This post explains how Python’s TypedDict can enhance code clarity and maintainability by enabling more precise type annotations in dictionaries. It discusses how TypedDict ensures type safety and helps with early error detection in dynamic programming environments.
https://blog.changs.co.uk/typeddicts-are-better-than-you-think.html
blog.changs.co.uk
  
  TypedDicts are better than you think
  TypedDict was introduced in PEP-589 which landed in Python 3.8. The primary use case was to create type annotations for dictionaries. For example,...
  Python 3.13.0
The newest major release of Python introduces several new features including an improved interactive interpreter, an experimental free-threaded build mode, and a preliminary JIT, along with various optimizations and changes to the standard library.
https://www.python.org/downloads/release/python-3130/
  
  The newest major release of Python introduces several new features including an improved interactive interpreter, an experimental free-threaded build mode, and a preliminary JIT, along with various optimizations and changes to the standard library.
https://www.python.org/downloads/release/python-3130/
Python.org
  
  Python Release Python 3.13.0
  The official home of the Python Programming Language
  Python 3.13 and the Latest Trends: A Developer’s Guide to 2025
Learn about the exciting new features in Python 3.13. Get insider insights into the latest updates and learn about the plans for Python 3.14.
https://www.youtube.com/live/GPwYSf1t8Lw
  
  Learn about the exciting new features in Python 3.13. Get insider insights into the latest updates and learn about the plans for Python 3.14.
https://www.youtube.com/live/GPwYSf1t8Lw
YouTube
  
  Python 3.13 and the Latest Trends: A Developer’s Guide to 2025
  Get insider insights into the latest updates and learn about the plans for Python 3.14 from Lukasz Langa and Tania Allard as they walk us through the exciting new features in Python 3.13, including free-threaded CPython and JIT overview and Python 3.13 performance.…
  I Understand Machine Learning with Numpy and PyTorch Better Since I Started Focusing on the Basics
https://www.reddit.com/r/Python/comments/1g1uuyc/i_understand_machine_learning_with_numpy_and/
  
  https://www.reddit.com/r/Python/comments/1g1uuyc/i_understand_machine_learning_with_numpy_and/
Reddit
  
  From the Python community on Reddit: I Understand Machine Learning with Numpy and PyTorch Better Since I Started Focusing on the…
  Explore this post and more from the Python community
  In the Making of Python Fitter and Faster
How Python's recent performance improvements work under the hood.
https://sumercip.com/posts/making-python-fitter-and-faster/
  
  How Python's recent performance improvements work under the hood.
https://sumercip.com/posts/making-python-fitter-and-faster/
Sumercip
  
  In the Making of Python Fitter and Faster
  How Python's recent performance improvements work under the hood
  Custom Dictionary Types in Pydantic
A quick primer on leveraging custom root types for this task.
https://bryananthonio.com/blog/pydantic-custom-dictionary-types/
  
  A quick primer on leveraging custom root types for this task.
https://bryananthonio.com/blog/pydantic-custom-dictionary-types/
Bryan Anthonio
  
  Custom Dictionary Types in Pydantic
  A quick primer on leveraging custom root types for this task.
  The New Python 3.13 Is FINALLY Here!
Python 3.13 is here with exciting updates! Dive into the key new features, including the game-changing option to disable the Global Interpreter Lock (GIL).
https://www.youtube.com/watch?v=eUDGlxu_-ic
  
  Python 3.13 is here with exciting updates! Dive into the key new features, including the game-changing option to disable the Global Interpreter Lock (GIL).
https://www.youtube.com/watch?v=eUDGlxu_-ic
YouTube
  
  The New Python 3.13 Is FINALLY Here!
  👷 Review code better and faster with my 3-Factor Framework: https://arjan.codes/diagnosis.
Python 3.13 is here with exciting updates! In this video, I’ll dive into the key new features, including the game-changing option to disable the Global Interpreter…
Python 3.13 is here with exciting updates! In this video, I’ll dive into the key new features, including the game-changing option to disable the Global Interpreter…
👍1
  Pyloid
Pyloid is the Python backend version of Electron and Tauri, providing an open-source project that allows you to easily utilize various Python integration features. With Pyloid, developing desktop applications becomes simple, enabling you to effortlessly build apps by integrating Python's powerful capabilities.
https://github.com/pyloid/pyloid
  
  Pyloid is the Python backend version of Electron and Tauri, providing an open-source project that allows you to easily utilize various Python integration features. With Pyloid, developing desktop applications becomes simple, enabling you to effortlessly build apps by integrating Python's powerful capabilities.
https://github.com/pyloid/pyloid
GitHub
  
  GitHub - pyloid/pyloid: Pyloid: Electron for Python Developer • Web-based desktop app framework
  Pyloid: Electron for Python Developer • Web-based desktop app framework - pyloid/pyloid
❤2
  Python 3.12 vs. Python 3.13 – performance testing
https://en.lewoniewski.info/2024/python-3-12-vs-python-3-13-performance-testing/
  
  https://en.lewoniewski.info/2024/python-3-12-vs-python-3-13-performance-testing/
Lewoniewski
  
  Python 3.12 vs Python 3.13 – performance testing
  This article describes the performance testing results of Python 3.13 compared to Python 3.12. A total of 100 various benchmark tests were conducted on computers with the AMD Ryzen 7000 series and the 13th-generation of Intel Core processors for desktops…
🔥3
  The Uncertain Art of Accelerating ML Models
This podcast episode features Sylvain Gugger, a machine learning engineer at Jane Street, discussing techniques for accelerating ML models. The conversation covers topics like learning rate schedules, performance optimization in PyTorch, GPU utilization, and the unique challenges of applying ML in trading environments.
https://signalsandthreads.com/the-uncertain-art-of-accelerating-ml-models/
  
  This podcast episode features Sylvain Gugger, a machine learning engineer at Jane Street, discussing techniques for accelerating ML models. The conversation covers topics like learning rate schedules, performance optimization in PyTorch, GPU utilization, and the unique challenges of applying ML in trading environments.
https://signalsandthreads.com/the-uncertain-art-of-accelerating-ml-models/
Signalsandthreads
  
  Signals and Threads Podcast
  Listen in on Jane Street’s Ron Minsky as he has conversations with engineers working on everything from clock synchronization to reliable multicast, build systems to reconfigurable hardware. Get a peek at how Jane Street approaches problems, and how those…
  Writing a Home Assistant Core Integration: Part 1
The article details the development of pytouchlinesl, a Python library for interacting with Roth Touchline SL underfloor heating systems. It covers the design process, API implementation, testing strategies, CI/CD setup, and publishing to PyPI, highlighting the use of modern Python tools like uv, pydantic, and ruff.
https://jnsgr.uk/2024/09/pytouchlinesl/
  
  The article details the development of pytouchlinesl, a Python library for interacting with Roth Touchline SL underfloor heating systems. It covers the design process, API implementation, testing strategies, CI/CD setup, and publishing to PyPI, highlighting the use of modern Python tools like uv, pydantic, and ruff.
https://jnsgr.uk/2024/09/pytouchlinesl/
jnsgr.uk
  
  Writing a Home Assistant Core Integration: Part 1
  Part 1 of a micro-series of blog posts that outlines my
journey toward authoring a Home Assistant Core integration
for the Roth Touchline SL heating system.
This first post covers the design and build of a Python
API client for Roth’s upstream API that controls…
  journey toward authoring a Home Assistant Core integration
for the Roth Touchline SL heating system.
This first post covers the design and build of a Python
API client for Roth’s upstream API that controls…