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TensorFlow (NN (Activation (tf.nn.relu/relu6/sigmoid, tf.nn…
TensorFlow
NN
Activation
tf.nn.relu/relu6/sigmoid
tf.nn.tanh/softplus/elu
Loss
tf.nn.sigmoid_cross_entropy_with_logits
Conv
tf.nn.conv2d/max_pool
Basic
tf.nn.embedding_lookup/tf.nn.dropout
RNN
tf.nn.rnn_cell.BasicRNNCell/tf.dynamic_rnn
Basics
1.Tensors
tf.zeros/tf.ones/tf.fill/tf.constant
tf.zeros_like/tf.ones_like/tf.range
tf.random_uniform/tf.random_normal/tf.truncated_normal
tf.Variable/tf.Constant/tf.placeholder
2.Operations
tf.add/tf.subtract/tf.multiply/tf.div/tf.mod/tf.matmul
tf.transpose/tf.matrix_determinant/tf.matrix_inverse
tf.abs/tf.ceil/tf.exp/tf.floor/tf.inv/tf.log/tf.cos/tf.sin/tf.square
tf.round/tf.cast/tf.equal/tf.expand_dims/tf.squeeze
tf.reduce_sum/reduce_mean
tf.linalg.diag/tf.ones/tf.eye
train
Optimizer
tf.train.GradientDescentOptimizer
Adagrad/Adam/MomentumOptimizer
tf.train.AdadeltaOptimizer