Machine Learning Algorihtm Samples By Scalala.
- Uni-Variate Linear Regression: perform uni-variage linear regression by gradient descent glrithm.
- Multi-Variate Linear Regression: perform 2-variate linear regression by gradient descent algorithm.
- Regularized Logistic Regression: perform learning logistic classifier by gradient descent algorithm.
- Support Vector Machine With Gaussian Kernel: perform learning non-linear boundary using SVM with gaussian kernel by simplified SMO (Sequential Minimal Optimization) algorithm.
- K-Means: perform K-Means algorithm to 2-dimensional data.
- clone the repository.
- ./sbt update run
- choose a sample number from displayed options.
All Sample Programs licensed under MIT License. See LICENSE.txt for further details.
Copyright (c) 2011 everpeace.
This repository is under construction.