k-Means Clustering from Scratch
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k-Means Clustering from Scratch

k-Means Clustering from Scratch


Published: April 12, 2018 0 0 223
By: Huy Tran, Cal Poly Pomona
Category: Computer Science
Hashtags: #Algorithms #Coding #kmeans #machinelearing #Programming #Python #SoftwareDesign

- Designed and implemented a simple yet efficient program for K-means clustering
- Was responsible for code implementation and program performance analysis
- Built the program to work effortlessly with high-dimensional data and any number of clusters while effectively applying list comprehension for faster looping and better readability
- Achieved a working program with only 25 lines


kMeans_sourcecode.txt 2.6 KB
kMeans_report.docx 698.1 KB