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basic-ml-algorithms

Python implementations of basic machine learning algorithms

cats-dogs-classifier

Свёрточная нейронная сеть, распознающая кошек и собак на изображении

clip-search

An impelementation of image search engine using CLIP (Contrastive Language-Image Pre-Training

cookbook

Open-source AI cookbook

cuda-python-kernels

Just a few cuda kernels with ability to use it from python as dll

digits-recognizer

Полносвязная нейронная сеть, распознающая цифры

face-generator

TF GAN model that generate facial images

git_merge_conflict_resolve

university practical work

gpt

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

jenkins-practice

llm-agent

LLM using long-term memory through vector database

morsecodetranslator

mts-ai-nlp

numpy-diffusion

A numpy Denoising Diffusion Probabilistic Model (DDPM) implementation

numpy-markov-model

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

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"

python-2d-physics

reinforcement-learning

stable-diffusion-gradio

Hugging Face Stable Diffsuion interface implemented on gradio library

voice-classifier

Simply TF classifier model that recognize male/female speech