The micrograd from arjun-g-ravi

micrograd's Introduction

Interesting Repositories:

Sl No.	Repository Name	Description
1	AI-Chess	This is a project where I try to create a chess engine. It is currently under development.
2	Chat GPT-2	This is a version of OpenAI's GPT-2, finetuned for chatting. This is a highly capable model for 124M parameters (which is very small by today's standards).
3	ml_algos	This is a ML library, similar to sklearn, but with fewer algorithms. This is more like a learning project than a practical, super advanced full-fledged library. Why use sklearn, when you can use something worse? This is under development.
4	Cow Invaders	This is a game developed in pygame. It is the game of a cow, who stops monsters from getting to the barn. The game is complete, but I plan on automating it with AI to find various game strategies.
5	AI Assistant	This is a rule-based AI assistant that I made back in 2019-20. It is vastly outperformed by today's LLMs and hence is not worth upgrading. But it can be used as a 'first big project' for a Python beginner programmer. Update: A better one is available in Desktop-Assistant

Sl No.	Repository Name	Description
1	AI Notes	This repo contains the notes I made during my AI journey. The notes tend to be systematic and easy to understand.
2	Non AI Notes	This repo contains the notes on: DSA - Linux - Python - Git - c and other CS topics.
3	Recreating projects	I try to recreate popular projects made by others.
4	Replicating research papers	I try to replicate famous AI-ML research papers and implement them in code.
5	Noob Projects	Contains lots of simple projects, which are not worthy of separate repositories.