Skip to content

Yeema/CS565600-Deep-Learning

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

9 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

CS565600-Deep-Learning

  1. course&homework: https://nthu-datalab.github.io/ml/index.html
  2. homework:
    • Lab02_EDA_PCA
    • Lab03 Decision Tree & Random Forest
    • Lab04-1 Perceptron, Adaline, and Optimization
    • Lab04-2 Regression
    • Lab05 Regularization
    • Lab06 Logistic regression and Evaluation metrics
    • Lab07 Non-Parametric Methods & SVMs
    • Lab08_CV_Ensembleing
    • Lab10 TensorFlow101 and Word2vec
    • Lab12_1_CNN
    • Lab12-2_Visualization_and_Style_Transfer
    • Lab13 Seq2Seq Learning for Machine Translation
    • Lab14 Autoencoder
    • Lab14-2 Improved WGAN
    • Lab16-2 Q-learning and SARSA (remember to git clone PLE with tutorial https://github.com/ntasfi/PyGame-Learning-Environment/blob/master/docs/user/home.rst)

About

2018fall deep learning homework&compeition

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published