ML-Algorithms

Implementation of some important machine learning algorithms as described in one of the famous research paper "Map-Reduce for Machine Learning on Multicore" by Stanford University, CA on miscellaneous data-sets.

test/

1. Regression Analysis using Matrix Method
2. Multivariable Regression analysis using Widrow-Hoff Method
3. Logistic Regression
4. Gaussian discriminant analysis
5. Naive-Bayes Classification
6. Support Vector Machine using scikit-learn

test2/

7. K-Means Algorithm
8. EM Algorithm using scikit-learn
9. Principal Component Analysis
10. Independent Component Analysis