zongyuange
I am the Head of Monash Medical AI Group. https://monash.edu/mmai-group/
Monash University Melbourne
zongyuange's Stars
SmartFlowAI/EmoLLM
心理健康大模型、LLM、The Big Model of Mental Health、Finetune、InternLM2、InternLM2.5、Qwen、ChatGLM、Baichuan、DeepSeek、Mixtral、LLama3、GLM4、Qwen2、LLama3.1
Jingkang50/OpenOOD
Benchmarking Generalized Out-of-Distribution Detection
sebastianruder/NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
sgvaze/osr_closed_set_all_you_need
Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"
CamDavidsonPilon/lifelines
Survival analysis in Python
google/uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
Solistix/Monash_NIH_FYP
A test bed for few-shot learning frameworks with a focus on lung disease classification.
codecrafters-io/build-your-own-x
Master programming by recreating your favorite technologies from scratch.
RayDeeA/ibinn_imagenet
OATML/bdl-benchmarks
Bayesian Deep Learning Benchmarks
mdbloice/Augmentor
Image augmentation library in Python for machine learning.
fastnlp/fitlog
fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具
Project-MONAI/MONAI
AI Toolkit for Healthcare Imaging
xiaojun-chang/medical-data
facebookresearch/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
krasserm/fairseq-image-captioning
Transformer-based image captioning extension for pytorch/fairseq
simoninithomas/Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
hankcs/HanLP
Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification
tanglang96/DataLoaders_DALI
PyTorch DataLoaders implemented with DALI for accelerating image preprocessing
HumanSignal/label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
nianticlabs/monodepth2
[ICCV 2019] Monocular depth estimation from a single image
dattran2346/chestX-ray-14
Segmentation Guided Thoracic Classification
datawhalechina/pumpkin-book
《机器学习》(西瓜书)公式详解
alexlee-gk/video_prediction
Stochastic Adversarial Video Prediction
MIC-DKFZ/nnUNet
OceanPang/Libra_R-CNN
Code for CVPR 2019 paper "Libra R-CNN: Towards Balanced Learning for Object Detection"
aimagelab/novelty-detection
Latent space autoregression for novelty detection.
krasserm/bayesian-machine-learning
Notebooks about Bayesian methods for machine learning
iCGY96/awesome_OpenSetRecognition_list
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
enggen/DeepMind-Advanced-Deep-Learning-and-Reinforcement-Learning
Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind