Machine-Learning-Algorithms

Codes for all Machine Learning Algorithms

How To Proceed?

• Create a folder for the algorithm (if it does not exist already),for example for Multiple Linear Regression Code create a folder named Regression
• Create a subfolder with the name of the algorithm ( In this case Multiple Linear Regression)
• Add the code into the respective folder.
• Add the dataset which is being used.
• Add a md file with the same name which contains the steps to run your code .

Algorithms

Following Machine Learning Algorithm are available in this repository

• Clustering-KMeans
• Logistic Regression
• Support Vector Machine
• Random Forest
• Naive Bayes Classifier
• KNN
• ID3
• Kernel Principal Component Analysis
• Neural Network (one hidden layer)
• Dimensionality Reduction - Principal Component Analysis(PCA)
• Dimensionality Reduction - Linear Discriminant Analysis(LDA)
• Reinforcement Learning - Thompson Sampling