Machine Learning Algorithms

It contains various machine learning algorithm implementation in MATLAB(2018a).

Some important algorithms implemented are-

1.Gradient Descent Algorithms(Batch mode as well as Increamental mode)

2.Single Layer Perceptron(slp)

3.Regression

4.Multi Layer Perceptron(mlp), K-Means, K-Medoid

5.Self Organising Map(som), Fuzzy C-Means, Bayesian-Clasifier

Note-some files having tb inside file names are implemented with help of Matlab Tool Boxes.

For interprating algorithms, see lab folders(contains implementation) corresponding to assignment numbers(as pdf files).

For More details Refer:

  https://github.com/GyanPrakashSinghIIITG/Machine-Learning-Algorithms