Sungju Kim's repositories
text-classification-and-sentence-representation
Sentence representation with CBOW, Relation Network, CNN, Self Attention using PyTorch
SiameseNet-PyTorch
A Implementation of "Siamese Neural Network for One-shot Image Recognition".
finance
finance data crawling tool
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
eng-practices
Google's Engineering Practices documentation
error-prediction
error-prediction
goddoe.github.io
Sung-ju Kim's github.io page
icrawler
A multi-thread crawler framework with many builtin image crawlers provided.
minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
NvChad
Blazing fast Neovim framework providing solid defaults and a beautiful UI, enhancing your neovim experience.
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
pytorch_cheatsheet
pytorch_cheatsheet
pytorchic-bert
Pytorch Implementation of Google BERT
set-env
Set Environments
SimCSE
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings
slot_filling_and_intent_detection_of_SLU
slot filling, intent detection, joint training, ATIS & SNIPS datasets, MIT corpus, ELMo, BERT, XLNet
super-resolution
super-resolution
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
visdial-challenge-starter-pytorch
Starter code in PyTorch for the Visual Dialog challenge