Somanshu Agarwal's repositories
Analyzing-performance-and-methods-for-several-K-means-clustering
Compare the runtime and efficiency of Llyod’s, K-means++ and Markov chain (MCMC) methods for K-means seeding and observe the accuracy relative to the global minima.
ADAGRAD-algoirthm-on-RCV1-Dataset
Use ADAGRAD to train the classifier which separates the training data into it’s respective categories
CUDA-ScanMatcher-ICP
A high performance CUDA implementation of Scan Matching via the Iterative Closest Point Algorithm
Finding-silimar-users-in-Netflix-Dataset
Cleaning ups the Netflix database to find the similar users who have rated the similar movies and list all those pairs. The project is further extended to identify the closest neighbor for a new user entered as recommendation.
markdown-cheatsheet
Markdown Cheatsheet for Github Readme.md
PEGASOS-algorithm-on-RCV1-Datatset
Use PEGASOS to train an SVM which separates the training data into it’s respective categories
Project-4-Scan-Matching-using-ICP
Project 4 for CIS 565
Project0-Getting-Started
GPU Development Setup
Project4-Scan-Matching
3D Point Cloud Scan Matching with ICP
Project5-DirectX-Procedural-Raytracing
CIS 565 - DXR Project