Machine Learning

Some simple machine learning functions are implemented

DataSet

The dataset we use is MNIST and also classic Spam dataset

Functions that we implemented

• Linear Regression
• Logistic Regression
• Back Propagation Neural Network
• Ridge Regression
• Linear & Logistic Regression with Newton method
• Least Square Classification
• Support Vector Machine (SVM)
• Decision Tree & Random Forest
• Kernel Tricks (Gaussian and Polynomial)
• Kmeans (Lloyd's algorithm)
• Priciple Component analysis (PCA) with Latent Factor Model
• MSE for joker recommendation