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Kim Seonghyeon's Projects

megatron-deepspeed icon megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

meshfn icon meshfn

Configuration and distributed training library for PyTorch

notebooks icon notebooks

Some sample IPython notebooks for scikit-learn

ocr-pytorch icon ocr-pytorch

Object-Contextual Representations for Semantic Segmentation in PyTorch

radam icon radam

On The Variance Of The Adaptive Learning Rate And Beyond

rnn icon rnn

Recurrent Neural Network library for Torch7's nn

sagan-pytorch icon sagan-pytorch

Self-Attention Generative Adversarial Networks Implementation in PyTorch

sarigan-pytorch icon sarigan-pytorch

Unofficial implementation of Learning Semantic-aware Normalization for Generative Adversarial Networks (SariGAN) in PyTorch

scikit-optimize icon scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

statisty icon statisty

Python statistical tools for social scientists

stylegan2-ada icon stylegan2-ada

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

stylegan2-pytorch icon stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

sujip icon sujip

Non-opionated utility library for PyTorch

swapping-autoencoder-pytorch icon swapping-autoencoder-pytorch

Unofficial implementation of Swapping Autoencoder for Deep Image Manipulation (https://arxiv.org/abs/2007.00653) in PyTorch

switchable-normalization icon switchable-normalization

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

synapticmap icon synapticmap

Synaptic Map - Simple mindmapping program with directional connections

taming-transformers-pytorch icon taming-transformers-pytorch

Implementation of Taming Transformers for High-Resolution Image Synthesis (https://arxiv.org/abs/2012.09841) in PyTorch

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