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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Lambda on hard mode: Inside Modal's web infrastructure
This post talks about how Modal handles real-time HTTP requests and WebSockets in serverless functions.
https://modal.com/blog/serverless-http
phospho
Text analytics for LLM apps. PostHog for prompts. Extract evaluations, intents and events from text messages. phospho leverages LLM (OpenAI, MistralAI, Ollama, etc.)
https://github.com/phospho-app/phospho
Python 3.10.14, 3.9.19, and 3.8.19 is now available
https://pythoninsider.blogspot.com/2024/03/python-31014-3919-and-3819-is-now.html
Vchitect / Latte
Latte: Latent Diffusion Transformer for Video Generation.
https://github.com/Vchitect/Latte
Diffusion models from scratch, from a new theoretical perspective
The article provides insights into interpreting and enhancing diffusion models using the Euclidean distance function, offering a detailed exploration of diffusion models and their applications. It focuses on improving diffusion models through gradient estimation, efficient sampling techniques, and visualizing the impact of momentum terms on text-to-image generation.
https://www.chenyang.co/diffusion.html
Reviving PyMiniRacer: A Python <> JavaScript Bridge
https://bpcreech.com/post/mini-racer/
Jupyter & IPython terminology explained
https://www.dataschool.io/jupyter-and-ipython-terminology/
Relieving your Python packaging pain
An opinionated take for bootstrapping Python
https://www.bitecode.dev/p/relieving-your-python-packaging-pain
Python Hub Weekly Digest for 2024-03-24
https://pythonhub.dev/digest/2024-03-24/
facebookresearch / jepa
PyTorch code and models for V-JEPA self-supervised learning from video.
https://github.com/facebookresearch/jepa
python-docstring-highlighter
Syntax highlighting for Python Docstring in VSCode.
https://github.com/rodolphebarbanneau/python-docstring-highlighter
Go, Python, Rust, and production AI applications
https://ajmani.net/2024/03/11/go-python-rust-and-production-ai-applications/
Dataverse
The Universe of Data. All about data, data science, and data engineering.
https://github.com/UpstageAI/dataverse
ccxt / ccxt
A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges
https://github.com/ccxt/ccxt
Ludic
Lightweight framework for building HTML pages in pure Python.
https://github.com/paveldedik/ludic
Chronos
Pretrained (Language) Models for Probabilistic Time Series Forecasting.
https://github.com/amazon-science/chronos-forecasting
Leaping – Debug Python tests instantly with an LLM debugger
https://github.com/leapingio/leaping
Designing a Pure Python Web Framework
https://reflex.dev/blog/2024-03-21-reflex-architecture/
Every dunder method in Python
An explanation of all of Pytho's 100+ dunder methods and 50+ dunder attributes, including a summary of each one.
https://www.pythonmorsels.com/every-dunder-method/
sqlelf
Explore ELF objects through the power of SQL.
https://github.com/fzakaria/sqlelf
LLM4Decompile
Reverse Engineering: Decompiling Binary Code with Large Language Models.
https://github.com/albertan017/LLM4Decompile
Magix
Supercharge huggingface transformers with model parallelism.
https://github.com/luyug/magix
Django REST framework 3.15
https://www.django-rest-framework.org/community/3.15-announcement/
3DTopia / LGM
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation.
https://github.com/3DTopia/LGM
Guide to Time-Series Analysis in Python
A look at why Python is a great language for time-series analysis. Plus, tips for getting started today.
https://www.timescale.com/blog/how-to-work-with-time-series-in-python/
Why You Should Use Pydantic in 2024
In this updated Pydantic tutorial, I’ll cover all the new features and how they can benefit your projects. Despite Python's dynamic type system being user-friendly, it's not without its data handling issues. That's where Pydantic comes in, providing the essential structure and validation for seamless data management.
https://www.youtube.com/watch?v=502XOB0u8OY
LargeWorldModel / LWM
https://github.com/LargeWorldModel/LWM
Does Python have pointers?
https://nedbatchelder.com/blog/202403/does_python_have_pointers.html
Sandboxing Python with Win32 App Isolation
https://blogs.windows.com/windowsdeveloper/2024/03/06/sandboxing-python-with-win32-app-isolation/