Ryan's repositories
yanzehong.github.io
Build a Jekyll blog in minutes, without touching the command line.
cs6101
The Web IR / NLP Group (WING)'s public reading group at the National University of Singapore.
CS5242-ABSC
NUS CS5242 A+ project
CS5228-404
NUS CS5228 A+ project
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
lightning
Build and train PyTorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches.
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
bert
TensorFlow code and pre-trained models for BERT
all-in-one
[Arxiv2022] All in One: Exploring Unified Video-Language Pre-training
grouptogether_IT5007proj
IT5007 group project
ABSA-Reading-List
Reading list of aspect-based sentiment analysis.
autogluon
AutoGluon: AutoML for Image, Text, and Tabular Data
ACE
[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
next-auth-example
Example showing how to use NextAuth.js with Next.js
ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
LCFS-BERT
The Local Context Focus Syntax-based BERT model to analyze aspect-based sentiment of product reviews on SemEval2014
pro-mern-stack-2
Code listing for the book Pro MERN Stack, 2nd Edition
FINDER
FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)
Temporal-Component-Weight
A realtime vehicle status perception approach, which directly extracts vehicle status from our proposed novel video feature, temporal component-weight. Specifically, temporal component-weight is calculated based on a sampling of the whole frame.