LM W6: Class Notes

http://www.patrickhebron.com/learning-machines/week6.html

(Adam optimizer helps avoid local minima)

TensorFlow:

  • sessions are run-time environments (what happens in your session, stays in your session)

convolutional neural network

  • https://en.wikipedia.org/wiki/Kernel_(image_processing)

recurrent neural network:

  • sequence to sequence

PCA

  • language in vector space; can perform algebra on concepts
    • king – man + woman = queen
  • https://en.wikipedia.org/wiki/Principal_component_analysis

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