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DeepLearning- Keras & TF Cheat Sheet (DRAFT) by ChesterHsieh

This is a draft cheat sheet. It is a work in progress and is not finished yet.

Optimizer

Optimizer	Tensorflow	Keras	trax
Adam	tf.train.AdamOptimizer	keras.optimizers.Adam
RMSprop	tf.train.AdamOptimizer	keras.optimizers.RMSprop
Momentum	tf.train.MomentumOptimizer	None
Batch Normalize	tf.nn.batch_normalization	keras.layers.BatchNormalization

Reduce-Dev set error

Regular	Tensorflow	Keras
DrouptOut	tf.nn.dropout	keras.layers.Dropout
Regular(L1,L2..)	Apply Regular	regularizers

Higher level ops for building neural network layers.

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