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

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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

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

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