Introducing clustering method of DBSCAN through R.
This repository contains a knit HTML file (DBSCAN-project.html) that guides readers on the theory behind DBSCAN, its applications through code and places it in the current field of clustering methods through visualisations, math and code.
├── DBSCAN-project.html: the knit HTML file that contains the guided tutorial on DBSCAN usage
├── DBSCAN-project.Rmd: base file that the HTML was knit from
├── Hook Presentation Slides
│ ├── DBSCAN-hook.html: knit HTML slide deck that introduces the need for DBSCAN, comparing it against k-means and spectral clustering
│ └── DBSCAN-hook.Rmd: base file that the hook slides were knit from
└── images: contains images needed to render graphics in the above HTML files