Pinned Repositories
Robust-Ranking-Aggregation--CoarsenRank
A Demo Matlab code for CoarsenRank model. (You could Right-Click [Code] , and Save, then you can download the whole matlab code.) The CoarsenRank.zip includes four datasets (Readlevel, SUSHI, BabyFace, PeerGrader) and three CoarsenRank models (CoarsenBT, CoarsenPL, CoarsenTH).
SWORE-for-Online-Mental-Fatigue-Monitoring
Yuangang-Pan.github.io
Personal websites of Dr. Pan Yuangang
Association-of-blood-pressure-with-brain-ages
Project about brain age analysis using DWI and T1 data
BrainAgePredictionResNet
3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).
CArank-for-Brain-Dynamics-Preferences
Deep-Learning-For-Hackers
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
DeepClustering
Deep Clustering
Differential-Programming
Differential Programming/Differentiable Programming
openTSNE
Extensible, parallel implementations of t-SNE
Yuangang-Pan's Repositories
Yuangang-Pan/Yuangang-Pan.github.io
Personal websites of Dr. Pan Yuangang
Yuangang-Pan/PC-X
PC-X is a well-structured framework for deep clustering with superior potential in terms of interpretability and efficiency,. It introduces novel components, like the skip-connection module and a unique optimization algorithm, and offers strong theoretical foundations.
Yuangang-Pan/Association-of-blood-pressure-with-brain-ages
Project about brain age analysis using DWI and T1 data
Yuangang-Pan/CArank-for-Brain-Dynamics-Preferences
Yuangang-Pan/Robust-Ranking-Aggregation--CoarsenRank
A Demo Matlab code for CoarsenRank model. (You could Right-Click [Code] , and Save, then you can download the whole matlab code.) The CoarsenRank.zip includes four datasets (Readlevel, SUSHI, BabyFace, PeerGrader) and three CoarsenRank models (CoarsenBT, CoarsenPL, CoarsenTH).
Yuangang-Pan/SWORE-for-Online-Mental-Fatigue-Monitoring
Yuangang-Pan/openTSNE
Extensible, parallel implementations of t-SNE
Yuangang-Pan/BrainAgePredictionResNet
3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).
Yuangang-Pan/UKBiobank_deep_pretrain
Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.
Yuangang-Pan/Deep-Learning-For-Hackers
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
Yuangang-Pan/DeepClustering
Deep Clustering
Yuangang-Pan/Differential-Programming
Differential Programming/Differentiable Programming