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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Real-Time Brainwave Visualization: Integrating Muse EEG with Python
https://ai9.notion.site/Real-Time-Brainwave-Visualization-Integrating-Muse-EEG-with-Python-54391bc09bf04b95a117d0fcf41ba351
prometheus-eval
Evaluate your LLM's response with Prometheus.
https://github.com/prometheus-eval/prometheus-eval
Cute DI framework with agreeable API and everything you need
Powerful IoC-container with scopes, resources finalization, asyncio support and modular architecture
https://github.com/reagento/dishka/
Panza
A personal email assistant, trained and running on-device.
https://github.com/IST-DASLab/PanzaMail
A 100x speedup with unsafe Python
https://yosefk.com/blog/a-100x-speedup-with-unsafe-python.html
Bytewax
Bytewax is a Python framework that simplifies event and stream processing.
https://github.com/bytewax/bytewax
A library to assist writing memory-unsafe code in "pure" Python
https://github.com/DavidBuchanan314/unsafe-python
django-harlequin
Launch Harlequin, the SQL IDE for your Terminal, with your Django database configuration.
https://github.com/adamchainz/django-harlequin
A High-Level Technical Overview of Fully Homomorphic Encryption
The article provides a high-level technical overview of fully homomorphic encryption (FHE), a powerful cryptographic technique that allows computations to be performed on encrypted data without decrypting it first. It discusses some of the key FHE libraries and tools under active development.
https://www.jeremykun.com/2024/05/04/fhe-overview/
Homoiconic Python
https://aljamal.substack.com/p/homoiconic-python
relax-py
A Python web development framework for htmx and tailwindcss, with hot module replacement, URL locators, dependency injection, supported by static typing, built on top of Starlette.
https://github.com/crpier/relax-py
Visual find
A visual version of GNU find command in Unix like systems
https://codeberg.org/notanamber/nerd_tree
Temporal Python – A durable, distributed asyncio event loop (2023)
https://temporal.io/blog/durable-distributed-asyncio-event-loop
AsyncIO and the Event Loop Explained
Over the years, I’ve produced several videos about AsyncIO. Today, however, I’m adopting a new approach where I explain the event loop in depth. I’ll delve deeper into asynchronous programming, focusing specifically on how the event loop operates behind the scenes.
https://www.youtube.com/watch?v=RIVcqT2OGPA
Python Hub Weekly Digest for 2024-05-19
https://pythonhub.dev/digest/2024-05-19/
fastapi-cli
Run and manage FastAPI apps from the command line with FastAPI CLI.
https://github.com/tiangolo/fastapi-cli
SATO
Stable Text-to-Motion Framework.
https://sato-team.github.io/Stable-Text-to-Motion-Framework/
Master Python & Zoom API | Build a Server-to-Server App That Transcribes Recordings
Learn how to use Zoom's API with Python in this step-by-step guide! In this tutorial, you'll learn how to create a robust server-to-server OAuth application that automatically transcribes your Zoom recordings, prints them directly to your terminal, and saves them as text files. Perfect for developers, this tutorial will take you from setup to execution, so you'll have a fully functional ...
https://www.youtube.com/watch?v=sQVliRl5uKw
PgQueuer
PgQueuer is a Python library leveraging PostgreSQL for efficient job queuing.
https://github.com/janbjorge/PgQueuer
huggingface / parler-tts
Inference and training library for high-quality TTS models.
https://github.com/huggingface/parler-tts
VILA
A multi-image visual language model with training, inference and evaluation recipe, deployable from cloud to edge (Jetson Orin and laptops).
https://github.com/Efficient-Large-Model/VILA
DrEureka
Language Model Guided Sim-to-Real Transfer.
https://eureka-research.github.io/dr-eureka/
Pyspread – The Most Pythonic Spreadsheet
https://pyspread.gitlab.io/
LeRobot
State-of-the-art Machine Learning for real-world robotics.
https://github.com/huggingface/lerobot
Simple Interactive Python Streamlit Maps That Will Make You Shout
Data storytelling forest fire statistics from a NASA GIS data set.
https://johnloewen.substack.com/p/simple-interactive-python-streamlit
How LLMs Work, Explained Without Math
A basic question I think a lot of people have about the GenAI revolution is where does the apparent intelligence these models have come from. In this article, I'm going to attempt to explain in simple terms and without using advanced math how generative text models work, to help you think about them as computer algorithms and not as magic.
https://blog.miguelgrinberg.com/post/how-llms-work-explained-without-math
gpt-home
ChatGPT at home! Basically a better Google Nest Hub or Amazon Alexa home assistant. Built on the Raspberry Pi using the OpenAI API.
https://github.com/judahpaul16/gpt-home
ollama / ollama-python
Ollama Python library
https://github.com/ollama/ollama-python
Lessons learned reinventing the Python notebook
https://marimo.io/blog/lessons-learned