Rustam Akimov

Сustom torch style ML pseudoframework with autograd implemented on numpy, allows build GANs, VAEs, Transformers, Diffusion models etc.

Different RL algorithms implementations

A simple 2D physics simulation implemented in Python

RAG-based LLM using long-term memory through vector database

Python implementations of basic machine learning algorithms