/ML-implementation

Implementations of some machine learning algorithms using Python

Primary LanguagePython

ML-implementation

This repository contains the implementations of some machine learning algorithms using Python, which are finished in the homeworks of CS6140 Machine Learning.

HW1

  1. Gaussian Naive Bayes
  2. Linear Regression

HW2

  1. Logistic Regression
  2. Support Vector Machines

HW3

  1. PCA and Kernel PCA
  2. Kmeans
  3. Spectral Clustering

HW4

  1. Neural Networks
  2. Autoencoder