Python Hub Weekly Digest for 2023-02-26
💖 Most Popular
How to Use FastAPI: A Detailed Python Tutorial
In this tutorial, I'll show you how to get started with FastAPI in Python. By the end of this video, you'll know everything you need to get started with developing your own APIs!
How to Build a Dividend Investing Dashboard in Python and Streamlit
I've created a Senior Python Developer roadmap
GPT in 60 Lines of NumPy
In this post, we'll implement a GPT from scratch in just 60 lines of numpy. We'll then load the trained GPT-2 model weights released by OpenAI into our implementation and generate some text.
Python projects with best practices on Github?
📖 Articles
What is Async/Await in Python
You can use the async/await pattern in Python to implement asynchronous programming. In this ...
Migrating from Flask to FastAPI, Part 2
Here's the second part of the blog series about the migration from Flask to FastAPI. In this one we'll see all the main code changes and refactors you would need to do.
Understanding and Coding the Self-Attention Mechanism of Large Language Models From Scratch
In this article, we are going to understand how self-attention works from scratch. This means we will code it ourselves one step at a time.
Caching a lot of methods in Python
Ruff: An fast Python linter, written in Rust
Man and machine: GPT for second brains
In this post, I discuss how I used GPT embeddings to build a smart search tool for my second brain note-taking system.
The problem with float32: you only get 16 million values
Libraries like NumPy and Pandas let you switch data types, which allows you to reduce memory ...
Flying Planes with Python and JavaScript
timothybrooks / instruct-pix2pix
airbytehq / airbyte
Data integration platform for ELT pipelines from APIs, databases & files to warehouses & lakes.
Dis This: Disassemble Python code online
Analyzing How Much Time I Spend in Meetings
I will show you how I ran some simple analytics on my Google Calendar history over almost 7 years. I used SingleStoreDB for this, but it should be straightforward to do this with any database.
The state of Python in blockchain - 2023 report
This report provides an overview of the current state of Python programming language technologies in blockchain software development ecosystems for 2023. We examine blockchain projects and tooling that use Python or are related to Python and why this overlap is significant. We highlight new and exciting projects and opportunities for Python developers.
⚙️ Projects
ResearchGPT
An open-source LLM based research assistant that allows you to have a conversation with a research paper.
NoteSH
NoteSH fully functional sticky notes App in your Terminal!
milli-py
Python bindings for Milli, the embeddable Rust-based search engine powering Meilisearch.
Polymath
Convert any music library into a music production sample-library with ML.
EdgeGPT
Reverse engineered API of Microsoft's Bing Chat.
ControlNet
ControlNet is a neural network structure to control diffusion models by adding extra conditions.
👾 Reddits
I used Python and ChatGPT to control Hue lights
Project by Ruslan Keba. Since 2012. Powered by Python. Made in 🇺🇦Ukraine.