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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
llama3.np
A pure NumPy implementation for Llama 3 model.
https://github.com/likejazz/llama3.np
Python Hub Weekly Digest for 2024-05-26
https://pythonhub.dev/digest/2024-05-26/
MindNLP
Easy-to-use and high-performance NLP and LLM framework based on MindSpore, compatible with models and datasets of Huggingface.
https://github.com/mindspore-lab/mindnlp
dvlab-research / MGM
Official repo for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models"
https://github.com/dvlab-research/MGM
FastAPI-SaaS-Template
A FastAPI template for License and user management for SaaS and on-prem software
https://github.com/shekhuverma/FastAPI-SaaS-Template
UXsim
Vehicular traffic flow simulator in road network, written in pure Python.
https://github.com/toruseo/UXsim
High Impact Python Streamlit: Beautiful Interactive Maps and Charts
A step by step modular approach with UNFAO global food insecurity data.
https://johnloewen.substack.com/p/high-impact-python-streamlit-beautiful
Django: Getting a full model instance from a Subquery
https://blog.bmispelon.rocks/articles/2024/2024-05-09-django-getting-a-full-model-instance-from-a-subquery.html
Pipecat
Open Source framework for voice and multimodal conversational AI.
https://github.com/pipecat-ai/pipecat
Frame
Frame is a markdown language for creating state machines (automata) in Python as well as generating UML documentation.
https://github.com/frame-lang/frame_transpiler
Extracting Words from Scanned Books: A Step-by-Step Tutorial with Python, OpenCV
https://github.com/feitgemel/Open-CV/tree/main/Words-Segmentation
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
FunClip
Open-source, accurate and easy-to-use video speech recognition & clipping tool, LLM based AI clipping intergrated.
https://github.com/alibaba-damo-academy/FunClip
stanford-oval / storm
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
https://github.com/stanford-oval/storm
Parsing PNG images in Mojo
The post details the author's experience implementing a PNG parser in the Mojo programming language. It covers challenges faced, such as handling unsigned 8-bit integers and converting bytes to strings, while exploring idiomatic ways to write Mojo code for this task.
https://fnands.com/blog/2024/mojo-png-parsing/
How to use Postgres as a simple task queue for Django
https://www.youtube.com/watch?v=kNGOcI_qqYo
A first attempt at DSPy Agents from scratch
This post is going to take a first pass at creating Agents from scratch, using DSPy. The goal here is education, and to explore how one might build agents from scratch in DSPy.
https://learnbybuilding.ai/tutorials/dspy-agents-from-scratch
Tezos Blockchain Developer Course – Python Web3 Development
Learn how to develop distributed applications on Tezos, from setting up wallets to understanding and managing smart contracts effectively. The course covers various tools and techniques essential for Tezos developers and highlights the community-driven innovations that support the platform's growth.
https://www.youtube.com/watch?v=pHQfw1W7V8s
Is PyGame still alive?
https://www.reddit.com/r/Python/comments/1crsktg/is_pygame_still_alive/
TimesFM
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
https://github.com/google-research/timesfm
The Unit of Work Design Pattern Explained
This video explains the Unit of Work design pattern, a crucial concept for anyone who regularly interacts with databases. This pattern plays a key role by accumulating all transactions and executing them collectively. But why is this necessary? Find out in this video.
https://www.youtube.com/watch?v=HX6vkP-QD7U
An Intro to Logging with Python and Loguru
Python’s logging module isn’t the only way to create logs. There are several third-party packages you can use, too. One of the most popular is Loguru. Loguru intends to remove all the boilerplate you get with the Python logging API. You will find that Loguru greatly simplifies creating logs in Python.
https://www.blog.pythonlibrary.org/2024/05/15/an-intro-to-logging-with-python-and-loguru/
Light speed with Python and JS
Nope, this article is not about making Python and JS run very fast, it's about making a light speed effect for the fun of a hundred of drunk people
https://www.bitecode.dev/p/light-speed-with-python-and-js
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