Data Stream Clustering Algorithms

This is an implementation of some well known Data Stream Clustering Algorithms for my engineering thesis @ PWR Algorithmic Computer Science. This project also includes sampling wrappers for aforementioned algorithms.

Author

Maksymilian Neumann

Requirements

Compilation requires the rust toolchain and an internet connection.

Implementations

Algorithms:

• STREAM
• BIRCH
• CluStream
• DenStream

Samplers:

• Uniform
• Dynamic

Usage

$ cargo run -r