DeepSparse

Sparsity-aware deep learning inference runtime for CPUs.

https://github.com/neuralmagic/deepsparse

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/

autotab

Build browser agents for real world tasks.

https://github.com/Planetary-Computers/autotab-starter

LocalPilot

Use GitHub Copilot locally on your Macbook with one-click!

https://github.com/danielgross/localpilot

RIP

Fast, barebones pip implementation in Rust.

https://github.com/prefix-dev/rip

Waymax

A JAX-based simulator for autonomous driving research.

https://github.com/waymo-research/waymax

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/

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

lea

lea is a minimalist alternative to tools like dbt, SQLMesh, and Google's Dataform.

https://github.com/carbonfact/lea

mify

A code generation tool to help you build cloud backend services.

https://github.com/mify-io/mify

dataelement / bisheng

Bisheng is an open LLM devops platform for next generation AI applications.

https://github.com/dataelement/bisheng

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

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

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/

From Chaos to Cohesion: Architecting Your Own Monorepo

Build a simple monorepo using GitHub Actions as a CI/CD tool.

https://monadical.com/posts/from-chaos-to-cohesion.html

Why is the Django Admin “Ugly”?

This article discusses why the Django admin is not designed to be beautiful. It discusses the history of the Django admin and the reasons why it was designed the way it is. Some of the important points are that the Django admin is intended for internal use and not intended for building an entire front end around.

https://www.coderedcorp.com/blog/why-is-the-django-admin-ugly/