Rustam Akimov's repositories
numpy-nn-model
Сustom torch style machine learning framework with automatic differentiation implemented on numpy, allows build GANs, VAEs, etc.
numpy-transformer
A numpy implementation of the Transformer model in "Attention is All You Need"
basic-ml-algorithms
Python implementations of basic machine learning algorithms
CLIP-search
An impelementation of image search engine using CLIP (Contrastive Language-Image Pre-Training
numpy-diffusion
A numpy Denoising Diffusion Probabilistic Model (DDPM) implementation
cuda-python-kernels
Just a few cuda kernels with ability to use it from python as dll
stable-diffusion-gradio
Hugging Face Stable Diffsuion interface implemented on gradio library
cats-dogs-classifier
Свёрточная нейронная сеть, распознающая кошек и собак на изображении
digits-recognizer
Полносвязная нейронная сеть, распознающая цифры
akirusprod.github.io
https://akirusprod.github.io/
face-generator
TF GAN model that generate facial images
cookbook
Open-source AI cookbook
git_merge_conflict_resolve
university practical work
numpy-markov-model
Implementations of Markov Model (MM) and Hidden Markov Model (HMM)
voice-classifier
Simply TF classifier model that recognize male/female speech