embedchain

Framework to easily create LLM powered bots over any dataset.

https://github.com/embedchain/embedchain

When NumPy is too slow

What do you do when your NumPy code isn’t fast enough? We’ll discuss the options, from Numba to JAX to manual optimizations.

https://pythonspeed.com/articles/numpy-is-slow/

XingangPan / DragGAN

Official Code for DragGAN (SIGGRAPH 2023)

https://github.com/XingangPan/DragGAN

PromtEngineer / localGPT

Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.

https://github.com/PromtEngineer/localGPT

A Tale of Debugging: The Competitive Programmer Approach

Have the computer find the bugs for you.

https://albexl.substack.com/p/a-tale-of-debugging-the-competitive

Caching in Django with Redis

A step-by-step guide on implementing caching with Redis in Django.

https://fly.io/django-beats/caching-in-django-with-redis/

Automata

The Future is Self-Written.

https://github.com/emrgnt-cmplxty/Automata

Automating Python code quality

The article emphasizes the importance of code quality in Python software development, discussing various aspects such as style consistency, code readability, testing, and documentation. It provides practical tips and best practices to improve code quality and maintainability, ultimately enhancing the overall software development process.

https://blog.fidelramos.net/software/python-code-quality

generative-models

Generative Models by Stability AI.

https://github.com/Stability-AI/generative-models

Building a Toy Programming Language in Python

I thought it would be fun to go outside of my comfort zone of web development topics and write ...

http://blog.miguelgrinberg.com/post/building-a-toy-programming-language-in-python

OAuth Authentication with Flask in 2023

A long time ago I wrote a tutorial on how to add logins with a social network to your Flask ...

http://blog.miguelgrinberg.com/post/oauth-authentication-with-flask-in-2023

Django security releases issued: 4.2.3, 4.1.10, and 3.2.20

In accordance with our security release policy, the Django team
is issuing
Django 4.2.3,
Django ...

https://www.djangoproject.com/weblog/2023/jul/03/security-releases/

Introduction to Causality in Machine Learning

Home


Table of Contents





Introduction to Causality in Machine Learning
Correlation ...

https://pyimagesearch.com/2023/05/08/introduction-to-causality-in-machine-learning/

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs.

https://github.com/vllm-project/vllm

wanda

A simple and effective LLM pruning approach.

https://github.com/locuslab/wanda

Django LiveView

Framework for creating a complete HTML over the Wire site or LiveView.

https://github.com/Django-LiveView/starter-template

Problems faced when downstream testing Python packages

The article explores the importance of downstream testing in Python package development, focusing on the challenges and strategies for ensuring reliable and compatible software dependencies. It provides insights into various testing techniques and tools to enhance the quality and compatibility of Python packages in real-world scenarios.

https://mgorny.pl/articles/downstream-testing-python-packages.html