zeyiwen
Assistant Professor at HKUST (Guangzhou)
Hong Kong University of Science and Technology (Guangzhou)China
Pinned Repositories
FastPGM
Fast Parallel Probabilistic Graphical Model Learning and Inference [IPDPS'22, PPoPP'23, USENIX ATC'24]
thundergbm
ThunderGBM: Fast GBDTs and Random Forests on GPUs
thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUs
catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
CUDA-GMM-MultiGPU
CUDA implementation of data clustering using expectation maximization with a Gaussian mixture model. Supports multiple GPUs on a single node.
CudaDBClustering
Clustering via Graphics Processor, using NVIDIA CUDA sdk to preform database clustering on the massively parallel graphics card processor
cuskl
cuSKL [alpha] - RAPIDS Machine Learning Library
Image-Classification-Using-SVM
This application uses LIBSVM and PIL to perform image classification on a set of images.
leadership-detection-struct-svm
An algorithm to detect leaders in social groups, based on Structured Support Vector Machines.
MaxInf
Top-k Most Influential Location Selection
zeyiwen's Repositories
zeyiwen/CUDA-GMM-MultiGPU
CUDA implementation of data clustering using expectation maximization with a Gaussian mixture model. Supports multiple GPUs on a single node.
zeyiwen/MaxInf
Top-k Most Influential Location Selection
zeyiwen/catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
zeyiwen/CudaDBClustering
Clustering via Graphics Processor, using NVIDIA CUDA sdk to preform database clustering on the massively parallel graphics card processor
zeyiwen/cuskl
cuSKL [alpha] - RAPIDS Machine Learning Library
zeyiwen/Image-Classification-Using-SVM
This application uses LIBSVM and PIL to perform image classification on a set of images.
zeyiwen/leadership-detection-struct-svm
An algorithm to detect leaders in social groups, based on Structured Support Vector Machines.
zeyiwen/LIBTwinSVM
A Library for Twin Support Vector Machines
zeyiwen/Multi-Target-Tracking
Multi target (object) tracking using kernelized structured output support vector machine (SVM).
zeyiwen/SLIC-DBSCAN-CUDA
zeyiwen/svm_struct_tagger
Part-of-speech tagger based on Structured SVM with adaptive SGD solver
zeyiwen/ThunderSvmDotNet
.NET wrapper for ThunderSvm