Overview

DASF offers a wide range of Machine learning algorithms. Below, a table of implemented algorithms and the respective infra-structure.

Implemented Machine Learning Algorithms

The table below is a list of supported machine learning algorithms by DASF framework.

ML Algorithm	CPU	GPU	Multi-CPU	Multi-GPU
K-Means	✓	✓	✓	✓
SOM	✓	✓	✓	✓
Agglomerative Clustering	✓	✓	✗	✗
DBSCAN	✓	✓	✗	✓
HDBSCAN	✓	✓	✗	✗
Gaussian Mixture Models	✓	✗	✗	✗
PCA	✓	✓	✓	✓