PythonHub Logo Python Hub Weekly Digest for 2023-11-05

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๐Ÿ’– Most Popular

Sparsity-aware deep learning inference runtime for CPUs.

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.

Pytest Tutorial โ€“ How to Test Python Code
Learn how to use pytest, the powerful testing framework for Python. Throughout this course you'll gain a deep understanding of pytest's features, best practices, and the nuances of writing effective tests. And at the end, you'll learn how you can use ChatGPT to help you write tests quicker.

A Python application that creates a CV in PDF from a YAML/JSON input file.

stas00 / ml-engineering
Machine Learning Engineering Guides and Tools

๐Ÿ“– Articles

Em1tSan / NeuroGPT
Free ChatGPT 3.5 / ChatGPT 4 / Free OpenAI API

We Have To Talk About Flask
Miguel Grinberg writes that Flask maintainers often introduce trivial backwards incompatible changes into new releases of Flask and Werkzeug, causing extensions and tutorials to break until they are updated. There is now

How to deploy conda-based docker images
Learn how to get your conda-based docker images down to a reasonable size using three things.

Django 5.0 beta 1 released

How to add Google sheets as your Django database in 4 minutes

Python Benchmarking Best Practices
You can help to ensure benchmark results are reliable, stable, and useful by following benchmarking ...

Python Tutorial: How to Buy a Token on the Uniswap Universal Router
Learn to build a swap transaction for the Uniswap Universal Router!

Show HN: RustPython for FreeDOS with W2c2

What are lambda expressions?

Speeding up Cython with SIMD
SIMD is a CPU feature that lets you speed up numeric processing; learn how to use it with Cython.

Infinite scroll with django and htmx
Tutorial on how to implement infinite scroll using django and htmx.

Python Hub Weekly Digest for 2023-10-29

โš™๏ธ Projects

Platform for General Robot Intelligence Development.

Fast, barebones pip implementation in Rust.

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

Voyager is a library for performing fast approximate nearest-neighbor searches on an in-memory collection of vectors.

data load tool (dlt) โ€” the open-source Python library for data loading.

GPU environment management and cluster orchestration

Build browser agents for real world tasks.

A JAX-based simulator for autonomous driving research.

Generating Robotic Simulation Tasks via Large Language Models.

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

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