Rustam Akimov

Сustom numpy neural network model implementation in which you can add different layers by one line

A fast numpy implementation of the Transformer (Seq2Seq) model in original paper "Attention is All You Need"

A numpy Denoising Diffusion Probabilistic Model (DDPM) implementation

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

Python implementations of basic machine learning algorithms

A PyTorch implementation of the GPT (Generative Pre-trained Transformer) model.