PythonHub

Analyzing Data 170,000x Faster with Python In this post, we will go through a journey of profiling and iteratively speeding up the code, in Python. https://sidsite.com/posts/python-corrset-optimization/

huggingface / pytorch-image-models PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more https://github.com/huggingface/pytorch-image-models

Esmerald Esmerald is a modern, powerful, flexible, high performant, web framework designed to build not only APIs but also full scalable applications from the smallest to enterprise level. https://github.com/dymmond/esmerald

Any famous game developed using Python? https://www.reddit.com/r/Python/comments/17o4o70/any_famous_game_developed_using_python/

dataelement / bisheng Bisheng is an open LLM devops platform for next generation AI applications. https://github.com/dataelement/bisheng

mify A code generation tool to help you build cloud backend services. https://github.com/mify-io/mify

lea lea is a minimalist alternative to tools like dbt, SQLMesh, and Google's Dataform. https://github.com/carbonfact/lea

Mastering API Testing with FastAPI: Databases, Dependencies, and More! This tutorial will guide you through API testing using FastAPI, complete with a full code example. Use this as a template for testing your own APIs! https://www.youtube.com/watch?v=9gC3Ot0LoUQ

Python Hub Weekly Digest for 2023-11-05 https://pythonhub.dev/digest/2023-11-05/

Embeddings: What they are and why they matter In this article, Simon Willison explores the concept of embeddings in data analysis and machine learning, highlighting their role in representing complex data for efficient processing and providing practical insights on their use. https://simonwillison.net/2023/Oct/23/embeddings/

Waymax A JAX-based simulator for autonomous driving research. https://github.com/waymo-research/waymax

RIP Fast, barebones pip implementation in Rust. https://github.com/prefix-dev/rip

LocalPilot Use GitHub Copilot locally on your Macbook with one-click! https://github.com/danielgross/localpilot

autotab Build browser agents for real world tasks. https://github.com/Planetary-Computers/autotab-starter

Django 5.0 beta 1 released https://www.djangoproject.com/weblog/2023/oct/23/django-50-beta-1-released/

Python Benchmarking Best Practices You can help to ensure benchmark results are reliable, stable, and useful by following benchmarking ... https://superfastpython.com/python-benchmarking-best-practices/

DeepSparse Sparsity-aware deep learning inference runtime for CPUs. https://github.com/neuralmagic/deepsparse

Show HN: RustPython for FreeDOS with W2c2 https://github.com/coolcoder613eb/RustPython

GRID Platform for General Robot Intelligence Development. https://github.com/ScaledFoundations/GRID-playground

How to deploy conda-based docker images Learn how to get your conda-based docker images down to a reasonable size using three things. https://blog.neater-hut.com/how-to-deploy-conda-based-docker-images.html