sidxiong/cornell-cs5785-ml

Homeworks for CS5785-Applied Machine Learning, including Python notebooks and written reports.

CS5785 Homeworks

Programming and written homeworks for CS5785-Applied Machine Learning at Cornell Tech. Only Python notebooks and written reports are included.

update 12/7/2016

Uploaded final project's paper.

update 11/28/2016

Uploaded hw4

• hw4:
  • Neural Network for image regression using ConvNetJS;
  • Random Forest for image approximation.

update 11/15/2016

Uploaded hw3

• hw3:
  • Sentiment Analysis using Bag-of-Words and Bag-of-Ngrams;
  • Gaussian Mixture Model using EM algorithm.

update 10/29/2016

Uploaded hw0-2

• hw0:

  • Environment setup.

• hw1:

  • Digit recognizer using kNN;
  • Titanic Disaster using Logistic Regression.

• hw2:

  • Eigen face recognition using SVD and Logistic Regression;
  • Who's cooking using Naive Bayes.