yihong-chen / thu-machine-learning-spring-2018

This repo contains my homework for the machine learning courses. Some basic algorithms like IRLS for logistic regression model and EM for mixture of multinomials are implemented.

thu-machine-learning-spring-2018

This repo contains my homework for the machine learning courses.

Homework1

• some math stuff
• IRLS implementation for Logistic Regression Model

Homework2

• some math stuff
• EM for mixture of multinomials

TODO

• Check sample 1