https://github.com/sdq/deepvis

machine learning algorithms in Swift
https://github.com/sdq/deepvis

hierarchical-clustering kmeans lda machine-learning pca unsupervised-learning

Last synced: about 2 months ago
JSON representation

machine learning algorithms in Swift

• Host: GitHub
• URL: https://github.com/sdq/deepvis
• Owner: sdq
• Created: 2015-12-21T09:59:27.000Z (almost 10 years ago)
• Default Branch: master
• Last Pushed: 2017-09-02T07:47:58.000Z (about 8 years ago)
• Last Synced: 2025-04-05T05:23:01.319Z (6 months ago)
• Topics: hierarchical-clustering, kmeans, lda, machine-learning, pca, unsupervised-learning
• Language: Swift
• Homepage:
• Size: 1.34 MB
• Stars: 56
• Watchers: 4
• Forks: 11
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# deepvis

machine learning algorithms in Swift

[Download on App Store](https://itunes.apple.com/app/id1070820122)

![](https://cdn.dribbble.com/users/872237/screenshots/3768914/deepvis.png)

### Basic

1. [vector](https://github.com/sdq/deepvis/blob/master/algorithem/vector.swift)

2. [matrix](https://github.com/sdq/deepvis/blob/master/algorithem/matrix.swift)

### Cluster Analysis [wiki](https://en.wikipedia.org/wiki/Cluster_analysis)

1. [Kmeans Clustering](https://github.com/sdq/deepvis/blob/master/algorithem/kmeans/kmeans.swift)

2. [Hierarchical Clustering](https://github.com/sdq/deepvis/blob/master/algorithem/hca/hierarchical.swift)

### Dimensionality Reduction [wiki](https://en.wikipedia.org/wiki/Dimensionality_reduction)

1. [Principal Component Analysis](https://github.com/sdq/deepvis/blob/master/algorithem/pca/pca.swift)

2. [Linear Discriminant Analysis](https://github.com/sdq/deepvis/blob/master/algorithem/lda/lda.swift)