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Alexander Kovalchuk's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

ip-adapter icon ip-adapter

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

lite.ai.toolkit icon lite.ai.toolkit

Lite.AI.ToolKit 🚀🚀🌟: A lite C++ toolkit of awesome AI models(一个开箱即用的C++ AI工具箱,支持ONNXRuntime/NCNN/MNN/TNN), RobustVideoMatting🔥, YOLOX🔥, YOLOP🔥 etc. https://github.com/DefTruth/lite.ai.toolkit

lycoris icon lycoris

Lora beYond Conventional methods, Other Rank adaptation Implementations for Stable diffusion.

painttransformer icon painttransformer

Officially unofficial re-implementation of paper: Paint Transformer: Feed Forward Neural Painting with Stroke Prediction, ICCV 2021.

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

stylegan3 icon stylegan3

Official PyTorch implementation of StyleGAN3

superprac icon superprac

Supercomputer practicum tasks from MSU master's bigdata course

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