ctc

ctc is a tool for collecting and analyzing historical data of Ethereum and other EVM chains.

https://github.com/fei-protocol/checkthechain

Decision Trees in Python: Predicting Diabetes

In this post, we’ll be learning about decision trees, how they work and what the benefits are for using them. We’ll also use this algorithm in a real-world data to predict diabetes.

https://statisticallyrelevant.com/decision-trees-in-python-predicting-diabetes/

Coding for Economists

The book aims to give you the skills you need to code for economics, while also giving you bits and pieces of information about programming more generally that might be useful to you.

https://aeturrell.github.io/coding-for-economists/intro.html

SQLAlchemy Tutorial With Examples

Learn to access and run SQL queries on all types of relational databases using Python objects.

https://www.datacamp.com/tutorial/sqlalchemy-tutorial-examples

Control your Windows computer using Telegram

If you work in an office, you are probably told to always lock your computer before you go AFK as a measure of security. In my case, my colleagues will not hesitate to prank whoever forgets his screen unlocked as a punishment. I am a very caring person, so things like these should not happen to me. I must find a way to lock my screen from a distance and preferably via my smartphone.

https://ahmed-z.github.io/the-blog/Control-your-Windows-computer-using-Telegram

Building a Checkers Gaming Agent Using Deep Q-Learning

In this article, we demonstrate how to implement a version of a reinforcement learning technique Deep Q-Learning to create an AI agent capable of playing Checkers at a decent level.

https://blog.paperspace.com/building-a-checkers-gaming-agent-using-neural-networks-and-reinforcement-learning/

eva

Exploratory Video Analytics System.

https://github.com/georgia-tech-db/eva

make-a-video-pytorch

Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch.

https://github.com/lucidrains/make-a-video-pytorch

explainable-ai

This repository contains examples and best practices for building explainable AI systems, provided as Jupyter notebooks.

https://github.com/squaredev-io/explainable-ai

How I start every new Python backend API project

How to setup everything and focus only on the implementation of our lovely business logic

https://blog.szymonmiks.pl/p/how-i-start-every-new-python-backend-api-project/

Python 3.10.8

Python 3.10.8 is the newest major release of the Python programming language, and it contains many new features and optimizations.

https://www.python.org/downloads/release/python-3108/

daily-python-scripts

A repository of python scripts that come in handy in automating day-to-day tasks.

https://github.com/metafy-social/daily-python-scripts

How to Build an Instant Machine Learning Web Application with Streamlit and FastAPI

Learn how to rapidly build your own machine learning web application using Streamlit for your frontend and FastAPI for your microservice.

https://developer.nvidia.com/blog/how-to-build-an-instant-machine-learning-web-application-with-streamlit-and-fastapi/

GitFive

GitFive is an OSINT tool to investigate GitHub profiles.

https://github.com/mxrch/GitFive

openai / improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

https://github.com/openai/improved-diffusion

Python Type Hints - Lambdas don’t support type hints, but that’s okay

Python has no syntax to add type hints to lambdas, but that doesn’t mean you can’t use them in type-checked code. In this post we’ll look at how Mypy can infer the types for lambdas, based on where they’re used.

https://adamj.eu/tech/2022/10/10/python-type-hints-lambda-incompatible/

Reverse Engineering a Cat Feeder to Boost Productivity

After some late-night Amazon'ing I got a PetKit FreshElement Solo, which I turned into a positive reinforcement machine!

https://www.sensibledefaults.io/blog/reverse-engineering-cat-feeder/index