Killing the ProcessPoolExecutor
A story about the Python GIL, threading, and fixing code that already works.
https://www.tinybird.co/blog-posts/killing-the-processpoolexecutor
A story about the Python GIL, threading, and fixing code that already works.
https://www.tinybird.co/blog-posts/killing-the-processpoolexecutor
www.tinybird.co
Killing the ProcessPoolExecutor
This is a story about the Python GIL, threads and processes, and fixing code that already works. The result? 50% less memory used and many more lessons learned.
Building and Evaluating Medical AI Models
Learn how to build and evaluate medical AI models with TensorFlow. This is a great, real world project for improving your machine learning skills. You will use TensorFlow to evaluate chest x-rays.
https://www.youtube.com/watch?v=8m3LvPg8EuI
Learn how to build and evaluate medical AI models with TensorFlow. This is a great, real world project for improving your machine learning skills. You will use TensorFlow to evaluate chest x-rays.
https://www.youtube.com/watch?v=8m3LvPg8EuI
YouTube
TensorFlow Course – Building and Evaluating Medical AI Models
Learn how to build and evaluate medical AI models with TensorFlow. This is a great, real world project for improving your machine learning skills. You will use TensorFlow to evaluate chest x-rays.
✏️ Dr. Jason Adleberg teaches this course.
Jason on Twitter:…
✏️ Dr. Jason Adleberg teaches this course.
Jason on Twitter:…
Function Calling: Integrate Your GPT Chatbot With Anything
Learn about GPT new function calling feature which allows chatbots to interact with anything, opening up new possibilities for AI-powered applications.
https://semaphoreci.com/blog/function-calling
Learn about GPT new function calling feature which allows chatbots to interact with anything, opening up new possibilities for AI-powered applications.
https://semaphoreci.com/blog/function-calling
Semaphore
Function Calling: Integrate Your GPT Chatbot With Anything - Semaphore
Learn about GPT new function calling feature which allows chatbots to interact with anything, opening up new possibilities for AI-powered applications.
Python in Visual Studio Code – August 2023 Release
This release includes the following announcements:
https://devblogs.microsoft.com/python/python-in-visual-studio-code-august-2023-release/
This release includes the following announcements:
https://devblogs.microsoft.com/python/python-in-visual-studio-code-august-2023-release/
Microsoft News
Python in Visual Studio Code – August 2023 Release
The August 2023 release of the Python and Jupyter extensions for Visual Studio Code are now available. This month's updates include a pre-configured dev container for the Python extension, a new debug configuration, an npm package for the Python extension…
Show HN: I wrote a RDBMS (SQLite clone) from scratch in pure Python
https://github.com/spandanb/learndb-py
https://github.com/spandanb/learndb-py
GitHub
GitHub - spandanb/learndb-py: Learn database internals by implementing it from scratch.
Learn database internals by implementing it from scratch. - spandanb/learndb-py
DevOpsGPT
Multi agent system for AI-driven software development. Convert natural language requirements into working software. Supports any development language and extends the existing base code.
https://github.com/kuafuai/DevOpsGPT
Multi agent system for AI-driven software development. Convert natural language requirements into working software. Supports any development language and extends the existing base code.
https://github.com/kuafuai/DevOpsGPT
GitHub
GitHub - kuafuai/DevOpsGPT: Multi agent system for AI-driven software development. Combine LLM with DevOps tools to convert natural…
Multi agent system for AI-driven software development. Combine LLM with DevOps tools to convert natural language requirements into working software. Supports any development language and extends th...
How to profile a FastAPI asynchronous request
A short walkthrough of how to profile an HTTP request through an asynchronous FastAPI API handler.
https://blog.balthazar-rouberol.com/how-to-profile-a-fastapi-asynchronous-request
A short walkthrough of how to profile an HTTP request through an asynchronous FastAPI API handler.
https://blog.balthazar-rouberol.com/how-to-profile-a-fastapi-asynchronous-request
Balthazar-Rouberol
How to profile a FastAPI asynchronous request
A short walkthrough of how to profile an HTTP request through an asynchronous FastAPI API handler
Color-diffusion
A diffusion model to colorize black and white images.
https://github.com/ErwannMillon/Color-diffusion
A diffusion model to colorize black and white images.
https://github.com/ErwannMillon/Color-diffusion
GitHub
GitHub - ErwannMillon/Color-diffusion: A diffusion model to colorize black and white images
A diffusion model to colorize black and white images - ErwannMillon/Color-diffusion
Functionary
Functionary is a language model that can interpret and execute functions/plugins.
https://github.com/MeetKai/functionary
Functionary is a language model that can interpret and execute functions/plugins.
https://github.com/MeetKai/functionary
GitHub
GitHub - MeetKai/functionary: Chat language model that can use tools and interpret the results
Chat language model that can use tools and interpret the results - MeetKai/functionary
NumPy Examples — Practice Questions Make You an Expert
https://codesolid.com/numpy-practice-questions-to-make-you-an-expert/
https://codesolid.com/numpy-practice-questions-to-make-you-an-expert/
Python 3.12.0 release candidate 1 released
https://pythoninsider.blogspot.com/2023/08/python-3120-release-candidate-1-released.html
https://pythoninsider.blogspot.com/2023/08/python-3120-release-candidate-1-released.html
Blogspot
Python Insider: Python 3.12.0 release candidate 1 released
LanceDB
Developer-friendly, serverless vector database for AI applications.
https://github.com/lancedb/lancedb
Developer-friendly, serverless vector database for AI applications.
https://github.com/lancedb/lancedb
GitHub
GitHub - lancedb/lancedb: Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less.
Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less. - lancedb/lancedb
huggingface / trl
Train transformer language models with reinforcement learning.
https://github.com/huggingface/trl
Train transformer language models with reinforcement learning.
https://github.com/huggingface/trl
GitHub
GitHub - huggingface/trl: Train transformer language models with reinforcement learning.
Train transformer language models with reinforcement learning. - huggingface/trl
The weirdest Python keyword
SummaryYou can create a very peculiar object using parenthesis on a comprehension:>>> ...
https://www.bitecode.dev/p/the-weirdest-python-keyword
SummaryYou can create a very peculiar object using parenthesis on a comprehension:>>> ...
https://www.bitecode.dev/p/the-weirdest-python-keyword
www.bitecode.dev
The weirdest Python keyword
Python generators and yield
A non-mathematical introduction to Kalman Filters for programmers
The post offers programmers a non-mathematical introduction to Kalman filters, explaining their practical applications and benefits in various fields without delving into complex mathematical details. It serves as a beginner-friendly guide for understanding the fundamentals and potential uses of Kalman filters in a programming context.
https://praveshkoirala.com/2023/06/13/a-non-mathematical-introduction-to-kalman-filters-for-programmers/
The post offers programmers a non-mathematical introduction to Kalman filters, explaining their practical applications and benefits in various fields without delving into complex mathematical details. It serves as a beginner-friendly guide for understanding the fundamentals and potential uses of Kalman filters in a programming context.
https://praveshkoirala.com/2023/06/13/a-non-mathematical-introduction-to-kalman-filters-for-programmers/
Pravesh Koirala - Language, Computers, and Philosophy
A non-mathematical introduction to Kalman Filters for programmers - Pravesh Koirala
Read my manifesto on Code as an alternative to Mathematics. Code for this article can be found on this Colab Notebook should you choose to follow along. Why Kalman Filters? Kalman filters are ingenius. If you have never heard of them, then a very intuitive…
What does your Python dev environment look like?
https://www.reddit.com/r/Python/comments/15vezni/what_does_your_python_dev_environment_look_like/
https://www.reddit.com/r/Python/comments/15vezni/what_does_your_python_dev_environment_look_like/
Reddit
From the Python community on Reddit
Explore this post and more from the Python community