yuangang-pan Goto Github PK

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

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.

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

ukbiobank_deep_pretrain

Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.

yuangang-pan.github.io

Personal websites of Dr. Pan Yuangang