Top2Vec learns jointly embedded topic, document and word vectors.

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

A complete computer science study plan to become a software engineer.

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

OpenMMLab Detection Toolbox and Benchmark

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know concepts that set the foundation of data science or advanced quantitativ…

🎨 Semantic segmentation models, datasets and losses implemented in PyTorch.

주니어 개발자 채용 정보

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

{ 고퀄리티 ⚡ 개발 컨텐츠 모음 }

꼼꼼한 딥러닝 논문 리뷰와 코드 실습

Official implementation of the Generalized Wasserstein Dice Loss in PyTorch

Visualizing the the loss landscape of Fully-Connected Neural Networks

데이터 사이언스를 공부하고 싶은 분들을 위한 글

ENet - A Neural Net Architecture for real time Semantic Segmentation

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch; Multi-GPU]

Multiclass semantic segmentation using U-Net architecture combined with strong image augmentation

Semantic Segmentation with Pytorch-Lightning

This repository contains code for a multiple classification image segmentation model based on UNet and UNet++

Machine Learning Experiments and Work

My first implementation of a neural network