💹 K-Means clustering implementation in TypeScript
Develop a customer segmentation to define marketing strategy. Used PCA to reduce dimensions of the dataset and KMeans++ clustering technique is used for clustering and profiling of clusters.
This is an end-to-end project that focuses on predicting credit card default using machine learning techniques. The project includes data validation,data preprocessing, model training, evaluation, and deployment.
Green Space Design Company Team Assignment
k-means clustering in TypeScript
KMeans and KMeans++ in Spark
Stanford Scalable K-Means++ implementation in C++ with benchmarking.
K-Means++ Clustering using Gap Statistic for determining optimal value of K in Python
Neighbor Search and Clustering for Time-Series using Locality-sensitive hashing and Randomized Projection to Hypercube. Time series comparison is performed using Discrete Frechet or Continuous Frechet metric.
A clustering (object categorization) algorithm, with an implementation of K-means and K-means++
A small, header-only, parallel implementation of kmeans clustering for arbitrary-long byte vectors.
Jupyter notebook with Object Oriented implementation of the k-means clustering algorithm. Experimenting with both random and k-means initialization.
Explore my solo Customer Segmentation Project, diving into data analysis, clustering, and visualization. Uncover distinct customer segments for tailored marketing strategies and enhanced engagement. Discover the power of data-driven insights in this independent project.
Neighbor Search and Clustering for Vectors using Locality-sensitive hashing and Randomized Projection to Hypercube
I explore and compare different techniques for unsupervised scene segmentation. I try to answer these research questions: 1.) Can unsupervised convolutional neural networks learn enough structure from data to generate good quality segments? 2.) Is spatial continuity important to generate good quality clusters? 3.) Can we improve results from CNN…
Go library implementing Kmeans++ and Elkan's Kmeans algorithm
Typescript로 구현해 보는 KMeans
k-means / k-means++ / elbow-method
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