Martin Andrews @ redcatlabs.com
25 May 2017
http://redcatlabs.com/
2017-03-20_TFandDL_IntroToCNNs/
Change weights to change output function
Layers of neurons combine and
can form more complex functions
http://playground.tensorflow.org/
RNN chain
Simplest RNN (but has gradient problem)
A GRU
A Long Short-Term Memory (LSTM) Unit
Mr. Sam Smith earned $2012.00
in the U.S.A. in 2012.
This is n't so easy .
"token"
→ Float[100]
(eg: word2vec
or GloVe
)
Highlighting Analogies
github.com/mdda/deep-learning-workshop/
notebooks/5-RNN/
5-Text-Corpus-and-Embeddings.ipynb
Jim_Soon PER
became Managing Director of Lam_Soon ORG
.Bidirectional GRU RNN
github.com/mdda/deep-learning-workshop/
notebooks/5-RNN/
6-RNN-Tagger-keras.ipynb
My blog : http://mdda.net/
GitHub : mdda
http:// bit.ly / tf-sg