๐ฐ๐ท Made in South Korea
Discover South Korea's Leading Open Source Projects: Explore top-notch open source initiatives hailing from the vibrant tech community of South Korea.
TOP Jupyter Notebook Projects
graykode/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
bryandlee/animegan2-pytorch
PyTorch implementation of AnimeGANv2
DSKSD/DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
sjchoi86/Tensorflow-101
TensorFlow Tutorials
teddylee777/machine-learning
๋จธ์ ๋ฌ๋ ์ ๋ฌธ์ ํน์ ์คํฐ๋๋ฅผ ์ค๋นํ์๋ ๋ถ๋ค์๊ฒ ๋์์ด ๋๊ณ ์ ๋ง๋ repository์ ๋๋ค. (This repository is intented for helping whom are interested in machine learning study)
jeonsworld/ViT-pytorch
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
Curt-Park/rainbow-is-all-you-need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
Beomi/KoAlpaca
KoAlpaca: ํ๊ตญ์ด ๋ช ๋ น์ด๋ฅผ ์ดํดํ๋ ์คํ์์ค ์ธ์ด๋ชจ๋ธ
tgjeon/TensorFlow-Tutorials-for-Time-Series
TensorFlow Tutorial for Time Series Prediction
ndb796/Deep-Learning-Paper-Review-and-Practice
๊ผผ๊ผผํ ๋ฅ๋ฌ๋ ๋ ผ๋ฌธ ๋ฆฌ๋ทฐ์ ์ฝ๋ ์ค์ต
yunjey/show-attend-and-tell
TensorFlow Implementation of "Show, Attend and Tell"
kakaobrain/rq-vae-transformer
The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)
heartcored98/Standalone-DeepLearning
2019 KAIST ๋ฅ๋ฌ๋ ํ๋ก์๊ธฐ ์ธ๋ฏธ๋์ฉ ์ ์ฅ์์ ๋๋ค.
happy-jihye/Cartoon-StyleGAN
Fine-tuning StyleGAN2 for Cartoon Face Generation
ndb796/Python-Data-Analysis-and-Image-Processing-Tutorial
ํ์ด์ฌ์ ํ์ฉํ ๋ฐ์ดํฐ ๋ถ์๊ณผ ์ด๋ฏธ์ง ์ฒ๋ฆฌ - ๊ฐ์ ์๋ฃ ๋ฐ ์์ค์ฝ๋ Repository์ ๋๋ค.
graykode/xlnet-Pytorch
Simple XLNet implementation with Pytorch Wrapper
hoya012/CVPR-2019-Paper-Statistics
Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)
SeongokRyu/Graph-neural-networks
SeokjuLee/VPGNet
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition (ICCV 2017)
GunhoChoi/PyTorch-FastCampus
PyTorch๋ก ์์ํ๋ ๋ฅ๋ฌ๋ ์ ๋ฌธ CAMP (2017.7~2017.12) ๊ฐ์์๋ฃ
eagle705/pytorch-bert-crf-ner
KoBERT์ CRF๋ก ๋ง๋ ํ๊ตญ์ด ๊ฐ์ฒด๋ช ์ธ์๊ธฐ (BERT+CRF based Named Entity Recognition model for Korean)
WooilJeong/PublicDataReader
๊ณต๊ณต ๋ฐ์ดํฐ ์กฐํ๋ฅผ ์ํ ์คํ์์ค ํ์ด์ฌ ๋ผ์ด๋ธ๋ฌ๋ฆฌ
roomylee/nlp-papers-with-arxiv
Statistics and accepted paper list of NLP conferences with arXiv link
buomsoo-kim/Easy-deep-learning-with-Keras
Keras tutorial for beginners (using TF backend)
GunhoChoi/Kind-PyTorch-Tutorial
Kind PyTorch Tutorial for beginners
ironjr/StreamMultiDiffusion
Official code for the paper "StreamMultiDiffusion: Real-Time Interactive Generation with Region-Based Semantic Control."
CausalInferenceLab/Causal-Inference-with-Python
Causal Inference for The Brave and True ์ฑ ์ ํ๊ตญ์ด ๋ฒ์ญ ์๋ฃ์ ๋๋ค.
makinarocks/awesome-industrial-machine-datasets
zuoxingdong/lagom
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
kiyoungkim1/LMkor
Pretrained Language Models for Korean
dongwookim-ml/python-topic-model
Implementation of various topic models
sjchoi86/advanced-tensorflow
Little More Advanced TensorFlow Implementations
zsef123/PointRend-PyTorch
A PyTorch implementation of PointRend: Image Segmentation as Rendering
Yangyangii/GAN-Tutorial
Simple Implementation of many GAN models with PyTorch.
jihoonerd/Data_Structures_and_Algorithms_in_Python
๐ Worked Solutions of "Data Structures & Algorithms in Python", written by Michael T. Goodrich, Roberto Tamassia and Michael H. Goldwasser. โ๏ธ
1Konny/gradcam_plus_plus-pytorch
A Simple pytorch implementation of GradCAM and GradCAM++
1202kbs/Understanding-NN
Tensorflow tutorial for various Deep Neural Network visualization techniques
Kyubyong/pytorch_exercises
AppleHolic/source_separation
Deep learning based speech source separation using Pytorch
developer0hye/PyTorch-Deformable-Convolution-v2
Don't feel pain to use Deformable Convolution
insikk/Grad-CAM-tensorflow
tensorflow implementation of Grad-CAM (CNN visualization)
tjqansthd/LapDepth-release
Monocular Depth Estimation Using Laplacian Pyramid-Based Depth Residuals
bryandlee/naver-webtoon-faces
Generative models on NAVER Webtoon faces
dgkim5360/the-elements-of-statistical-learning-notebooks
Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman
nmhkahn/pytorch-exercise
Practical Exercise Codes for PyTorch
tgjeon/Keras-Tutorials
Simple tutorials using Keras Framework
slaysd/pytorch-sentiment-analysis-classification
A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)
maum-ai/assem-vc
Official Code for Assem-VC @ICASSP2022
esthicodes/Awesome-Swiss-German
Multi-language Analyze text in 26 Cantonal Swiss German, Italian, German, Chinese (simplified), French, Italian. pply natural language understanding (NLU) to their applications with features including sentiment analysis, entity analysis, entity sentiment analysis, content classification, and syntax analysis.
Kyubyong/nlp_made_easy
Explains nlp building blocks in a simple manner.
tbmoon/facenet
FaceNet for face recognition using pytorch
david-yoon/multimodal-speech-emotion
TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18
tunib-ai/large-scale-lm-tutorials
Large-scale language modeling tutorials with PyTorch
QuangBK/generativeAgent_LLM
Implementation of "Generative Agents: Interactive Simulacra of Human Behavior" paper with Guidance and Langchain. Full features and work with local LLMs.
roomylee/EMNLP-2019-Papers
Statistics and Accepted paper list with arXiv link of EMNLP-IJCNLP 2019
zzsza/kyle-school
์์นด ๋ฐ์ดํฐ ๊ทธ๋ฃน ์ฌ๋ด ์ ์ /์ธํด์ ๋์์ผ๋ก ํ ์นด์ผ์ค์ฟจ
yunho0130/Python_Lectures
๋ํ ๊ฐ์๋ฅผ ์ํ ๊ฐ์์๋ฃ ๋ฐ ์์ค์ฝ๋ ์ ์ฅ์ Python Lecture slide & code for University Student.
Jackson-Kang/Pytorch-VAE-tutorial
A simple tutorial of Variational AutoEncoders with Pytorch
qjadud1994/Text_Detector
Text detection model that combines Retinanet with textboxes++ for OCR
nawnoes/WellnessConversation-LanguageModel
Korean Language Model์ ์ด์ฉํ ์ฌ๋ฆฌ์๋ด ๋ํ ์ธ์ด ๋ชจ๋ธ
mafda/generative_adversarial_networks_101
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
DSKSD/RNN-for-Joint-NLU
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
simnalamburt/snucse
๐ Happy Campus Life
nmhkahn/deep_learning_tutorial
[ko] ํจ์คํธ์บ ํผ์ค ๊ฐ์ ์๋ฃ
hoya012/semantic-segmentation-tutorial-pytorch
A simple PyTorch codebase for semantic segmentation using Cityscapes.
baek2sm/ml
๋ฃจ๋นํ์ดํผ ์ถํ์ฌ์ '์ดํ ๋ก ์ฌ์ด ๋จธ์ ๋ฌ๋&๋ฅ๋ฌ๋ ์ ๋ฌธ with ์ฌ์ดํท๋ฐ + ํ์ดํ ์น' ๋์ ์ค์ต ์ฝ๋์ ๋๋ค.
jihoo-kim/Data-Science-for-COVID-19
DS4C: Data Science for COVID-19 in South Korea
rickiepark/hg-mldl
<ํผ์ ๊ณต๋ถํ๋ ๋จธ์ ๋ฌ๋+๋ฅ๋ฌ๋>์ ์ฝ๋ ์ ์ฅ์์ ๋๋ค.
agusgun/FakeImageDetector
Image Tampering Detection using ELA and CNN
LeeDongYeun/FixNoise
Official Pytorch Implementation for "Fix the Noise: Disentangling Source Feature for Controllable Domain Translation" (CVPR 2023, CVPRW 2022 Best paper)
TooTouch/MemSeg
Unofficial re-implementation of MemSeg for Anomaly Detection
lsjsj92/recommender_system_with_Python
recommender system tutorial with Python
chickenbestlover/Online-Recurrent-Extreme-Learning-Machine
Online-Recurrent-Extreme-Learning-Machine (OR-ELM) for time-series prediction, implemented in python
yhs968/pyGRU4REC
PyTorch Implementation of Session-based Recommendations with Recurrent Neural Networks(ICLR 2016, Hidasi et al.)
bryandlee/stylegan2-encoder-pytorch
PyTorch Implementation of In-Domain GAN Inversion for StyleGAN2
yuminsuh/part_bilinear_reid
Code for ECCV2018 paper: Part-Aligned Bilinear Representations for Person Re-Identification
QuangBK/localLLM_guidance
Local LLM ReAct Agent with Guidance
Kyushik/Predictive-Uncertainty-Estimation-using-Deep-Ensemble
This repository is the code for Predictive Uncertainty Estimation using Deep Ensemble
zzsza/bigquery-tutorial
Google BigQuery Tutorial for Data Analyst
tyui592/Pruning_filters_for_efficient_convnets
PyTorch implementation of "Pruning Filters For Efficient ConvNets"
Harry24k/PGD-pytorch
A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"
pilsung-kang/Business-Analytics-IME654-
Course homepage for "Business Analytics (IME654)" @Korea University
deep-diver/CIFAR10-img-classification-tensorflow
image classification with CIFAR10 dataset w/ Tensorflow
jaewonlee-728/fastcampus-RecSys
2020 ํจ์คํธ์บ ํผ์ค ์ถ์ฒ์์คํ A to Z
sjchoi86/choicenet
Implementation of ChoiceNet
Kyubyong/label_smoothing
Corrupted labels and label smoothing
Huffon/klue-transformers-tutorial
KLUE ๋ฐ์ดํฐ๋ฅผ ํ์ฉํ HuggingFace Transformers ํํ ๋ฆฌ์ผ
bryandlee/repurpose-gan
Implementation of Repurposing GANs for One-shot Semantic Part Segmentation
yunjey/cs231n
stanford cs231n 2016 assignment
SNUDerek/multiLSTM
keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS
zzaebok/KGCN-pytorch
KGCN pytorch model implementation
CODEJIN/NaturalSpeech2
icsdataset/hai
HIL-based Augmented ICS (HAI) Security Dataset
tbmoon/kalman_filter
Kalman Filter in Python (ํ์ด์ฌ์ผ๋ก ๊ตฌํํ๋ ์นผ๋ง ํํฐ)
deep-diver/ml-deployment-k8s-tfserving
This project shows how to serve an TF based image classification model as a web service with TFServing, Docker, and Kubernetes(GKE).
L0SG/WaveFlow
A PyTorch implementation of "WaveFlow: A Compact Flow-based Model for Raw Audio" (ICML 2020)
buomsoo-kim/PyTorch-learners-tutorial
PyTorch tutorial for learners
SeongokRyu/CH485---Artificial-Intelligence-and-Chemistry
CH485 - Artificial Intelligence and Chemistry
WooilJeong/PyKakao
์นด์นด์ค API๋ฅผ ์ฌ์ฉํ๊ธฐ ์ํ ์คํ์์ค ํ์ด์ฌ ๋ผ์ด๋ธ๋ฌ๋ฆฌ
deep-diver/mlops-hf-tf-vision-models
MLOps for Vision Models (TensorFlow) from ๐ค Transformers with TensorFlow Extended (TFX)