PythonHub

Build Interactive Data Apps of Scikit-learn Models Using Taipy A low-code data pipeline interface to compare various models. https://taipy.io/blog/build-interactive-data-apps-of-scikit-learn-models-using-taipy

FineWeb: decanting the web for the finest text data at scale The article introduces FineWeb, a Hugging Face project aimed at extracting high-quality text data from the web at scale. It highlights the methodology and tools used to ensure the gathered data is of the finest quality for training AI models, emphasizing the importance of clean and relevant text data for machine learning applications. https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1

HolmesGPT The Open Source DevOps Assistant - solve problems twice as fast with an AI teammate. https://github.com/robusta-dev/holmesgpt/

Zango Build microservices as tenants on a Django monolith. Avoid the infra & operational overheads. Scale effortlessly. https://github.com/Healthlane-Technologies/Zango

smbclient-ng A fast and user friendly way to interact with SMB shares. https://github.com/p0dalirius/smbclient-ng

The State of Django 2024 Discover the Django framework's popularity through statistics and learn the latest trends in Django development for 2024. https://blog.jetbrains.com/pycharm/2024/06/the-state-of-django/

Mesop – Open-source Python UI framework https://google.github.io/mesop/

An open source vuln scanner in Python: OXO https://oxo.ostorlab.co/

wakepy Cross-platform keep-awake with Python. https://github.com/fohrloop/wakepy

VinciGit00 / Scrapegraph-ai Python scraper based on AI https://github.com/VinciGit00/Scrapegraph-ai

Python Hub Weekly Digest for 2024-06-09 https://pythonhub.dev/digest/2024-06-09/

LlamaFS A self-organizing file system with llama 3. https://github.com/iyaja/llama-fs

Elia A snappy, keyboard-centric terminal user interface for interacting with large language models. Chat with ChatGPT, Claude, Llama 3, Phi 3, Mistral, Gemma and more. https://github.com/darrenburns/elia

Don't worry about LLMs The post argues that while large language models (LLMs) are receiving a lot of hype, the engineering systems built around them are similar to previous machine learning systems. It advises practitioners to cut through the hype and treat LLMs as regular engineering and ML problems. https://vickiboykis.com/2024/05/20/dont-worry-about-llms/

Rapidly creating smoke tests for Django views A management command for quickly generating tests based off Django's URL routing mechanism. https://daniel.feldroy.com/posts/2024-05-rapidly-creating-smoke-tests-for-django-views

How AI Can Help Deaf People Hear This project facilitates communication between Deaf individuals and hearing individuals who do not understand American Sign Language (ASL). It is designed to respect and preserve ASL as the primary language. https://www.youtube.com/watch?v=uuPxMWQRoXc

DataFrames at Scale Comparison: TPC-H We run benchmarks derived from the TPC-H benchmark suite on a variety of scales, hardware architectures, and dataframe projects, notably Apache Spark, Dask, DuckDB, and Polars. No project wins. This post analyzes results within each project and between projects. https://docs.coiled.io/blog/tpch.html

Fire Up Your Logging Needs with Pydantic Logfire The pydantic team recently introduced logfire, a new logging tool that makes it easy to track and analyze your logs. Simply integrate logfire into your projects with just a few lines of code. https://kadermiyanyedi.medium.com/fire-up-your-logging-needs-with-logfire-6330d7a08dfe

mistral-finetune mistral-finetune is a light-weight codebase that enables memory-efficient and performant finetuning of Mistral's models. https://github.com/mistralai/mistral-finetune

google-deepmind / alphafold Open source code for AlphaFold. https://github.com/google-deepmind/alphafold