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wanna-ssj's Projects

dbscan_cuda icon dbscan_cuda

Using CUDA methods to divide threads of original DBSCAN programs and synchronize threads to achieve the acceleration of DBSCAN clustering. While ensuring the accuracy of clustering, the efficiency of parallel computing is optimized as much as possible.

general_particle_filter icon general_particle_filter

This repository defines a package that provides the framework for implementing a particle filter either on a CPU or a GPU.

hilbert_spatial_index icon hilbert_spatial_index

this tool can create hilbert_spatial_index in csv file fomat which includes longitude and latitude colums. And then integrate hilbert spatial index into B+ tree ,and surport spatial query.

kidnapped-vehicle-project icon kidnapped-vehicle-project

This is a self-driving-car project about identifying cars' locations based on GPS information, Lidar mesurements and Particle Filter techniques

road-analysis-using-gps-coordinates---cuda icon road-analysis-using-gps-coordinates---cuda

Part of the Bachelor's thesis. Reads the GPS coordinates to determine where the road is straight, curvy or something in between. Point of thesis was to calculate and compare the times of execution between CPU and GPU.

rocblas icon rocblas

Next generation BLAS implementation for ROCm platform

scarf icon scarf

Simple CUDA accelerated Random Forest

tensile icon tensile

Stretching GPU performance for GEMMs and tensor contractions.

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