AkiRusProd

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"

llm-agent

LLM using long-term memory through vector database

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

GPT

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

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

python-2d-physics

akirusprod.github.io

https://akirusprod.github.io/

face-generator

TF GAN model that generate facial images

MorseCodeTranslator

akirusprod

cookbook

Open-source AI cookbook

git_merge_conflict_resolve

university practical work

jenkins-practice

mts-ai-nlp

numpy-markov-model

Implementations of Markov Model (MM) and Hidden Markov Model (HMM)

reinforcement-learning

voice-classifier

Simply TF classifier model that recognize male/female speech