http://playground.tensorflow.org/
GoogLeNet (2014)
Google Inception-v3 (2015)
Microsoft ResNet (2015)
2-CNN/5-TransferLearning/
5-ImageClassifier-keras.ipynb
( not the focus of this talk )
( backtrack a little )
Initialize Φ. the initial parameter vector
for iteration 1,2,3,… do
Randomly sample a task T
Perform k>1 steps of SGD on task T,
starting with parameters Φ, resulting in parameters W
Update: Φ ← Φ + ϵ(W−Φ)
end for
Return Φ
8-MetaLearning/
2-Reptile-Sines-PyTorch.ipynb
http://RedCatLabs.com/meta
8-MetaLearning/
2-Reptile-Sines-TFEager.ipynb
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