Skip to content

Latest commit

 

History

History
14 lines (12 loc) · 929 Bytes

readme.md

File metadata and controls

14 lines (12 loc) · 929 Bytes

tfkoans

A short list of focused mini-projects to help you learn tensorflow.

  • Koan 1 Perform basic arithmetic with tf
  • Koan 2 Use tf to model some data with linear regression
  • Koan 3 Logistic regression
  • Koan 4 Multi-class SVM
  • Koan 5 Model MNIST data with a feed-forward network
  • Koan 6 Classification with a basic CNN
  • Collaborative filtering w Netflix data
  • Koan 8 Sentiment analysis with an RNN
  • Train word2vec w subwords
  • Text summarization w LSTM + attention