Designing data loaders in Python classes

If you are designing an API that loads data into a standard format, consider the from and to syntax to describe data loaders. from data loaders should read data and serialise it into a class for processing, and to data loaders should convert data to another format, or save data to disk.

https://jamesg.blog/2024/06/04/python-dataloaders-/

Mesop

Build delightful web apps quickly in Python.

https://github.com/google/mesop

Prettypretty

Prettypretty helps build awesome terminal user interfaces in Python. Notably, it incorporates a powerful and general color library.

https://github.com/apparebit/prettypretty

How to use React with Django (in 10 mins)

The simplest way to set up a React.js frontend and a Django REST API backend.

https://www.youtube.com/watch?v=Az1BosALarw

`bytes`: The Lesser-Known Python Built-In Sequence • And Understanding UTF-8 Encoding

The bytes data type looks a bit like a string, but it isn't a string. Let's explore it and also look at the main Unicode encoding, UTF-8.

https://www.thepythoncodingstack.com/p/bytes-python-built-in-unicode-utf-8-encoding

Rio

WebApps in pure Python. No JavaScript, HTML and CSS needed.

https://github.com/rio-labs/rio

ChatTTS

ChatTTS is a generative speech model for daily dialogue.

https://github.com/2noise/ChatTTS

Omost

Omost is a project to convert LLM's coding capability to image generation (or more accurately, image composing) capability.

https://github.com/lllyasviel/Omost

Statically Typed Functional Programming with Python 3.12

The article demonstrates how to use Python 3.12's new type alias and union type syntax to define a simple expression-based language with dataclasses, and then implements an evaluator function using pattern matching to evaluate expressions in that language.

https://wickstrom.tech/2024-05-23-statically-typed-functional-programming-python-312.html

Python at the Speed of Julia

The article explores achieving Python's ease of use with Julia's speed, illustrating how to optimize Python code using Julia for high-performance computing tasks. It provides examples and insights on integrating both languages to enhance computational efficiency without sacrificing Python's simplicity.

https://glassnotebook.io/r/dxJTYbJBmPR1X3NQUfwXB/99_python_at_the_speed_of_julia.jl

Seismometer

Predictive model evaluation with a focus on healthcare.

https://github.com/epic-open-source/seismometer

groqbook

Generate entire books in seconds using Groq and Llama3.

https://github.com/Bklieger/groqbook

awesome-llm-apps

Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.

https://github.com/Shubhamsaboo/awesome-llm-apps

Let’s optimize! Running 15× faster with a situation-specific algorithm

Sometimes the best way to speed up your algorithm is to adjust it to the specifics of your data.

https://pythonspeed.com/articles/lets-optimize-median-local-threshold/

Vista

A Generalizable World Model for Autonomous Driving.

https://github.com/OpenDriveLab/Vista

llm-regression

Exploring the classical regression capabilities of LLMs.

https://github.com/AlexIoannides/llm-regression