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.

https://davidgomes.com/analyzing-how-much-time-i-spend-in-meetings-using-sql-and-python/

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.

https://reasonabledeviations.com/2023/02/05/gpt-for-second-brain/

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!

https://www.youtube.com/watch?v=SORiTsvnU28

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.

https://sebastianraschka.com/blog/2023/self-attention-from-scratch.html

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.

https://tradingstrategy.ai/blog/the-state-of-python-in-blockchain-in-2023

ResearchGPT

An open-source LLM based research assistant that allows you to have a conversation with a research paper.

https://github.com/mukulpatnaik/researchgpt

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 ...

https://pythonspeed.com/articles/float64-float32-precision/

What is Async/Await in Python

You can use the async/await pattern in Python to implement asynchronous programming. In this ...

https://superfastpython.com/async-await-python/

ControlNet

ControlNet is a neural network structure to control diffusion models by adding extra conditions.

https://github.com/lllyasviel/ControlNet

NoteSH

NoteSH fully functional sticky notes App in your Terminal!

https://github.com/Cvaniak/NoteSH

milli-py

Python bindings for Milli, the embeddable Rust-based search engine powering Meilisearch.

https://github.com/AlexAltea/milli-py

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.

https://jaykmody.com/blog/gpt-from-scratch/

ultrafunkamsterdam / undetected-chromedriver

Custom Selenium Chromedriver | Zero-Config | Passes ALL bot mitigation systems (like Distil / Imperva/ Datadadome / CloudFlare IUAM)

https://github.com/ultrafunkamsterdam/undetected-chromedriver

Python’s multiprocessing performance problem

While multiprocessing allows Python to scale to multiple CPUs, it has some performance overhead compared to threading.

https://pythonspeed.com/articles/faster-multiprocessing-pickle/