Operations
See the official TensorFlow documentation for a complete description of these operations.
Basic operations
placeholder constant concat pack split expand_dims argmin one_hot random_uniform
Variables
Variable initialize_all_variables variable_scope get_variable ConstantInitializer
Reductions
reduce_sum reduce_prod reduce_min reduce_max reduce_all reduce_any reduce_mean
Comparisons
equal not_equal less less_equal greater greater_equal select where
Images
image.decode_jpeg image.decode_png image.resize_images
Neural networks
Convolutions
nn.conv2d nn.max_pool
Embeddings
embedding_lookup
Recurrent neural nets
nn.rnn nn.dynamic_rnn nn.zero_state nn.output_size nn.zero_state
Nonlinearities
nn.relu nn.relu6 nn.elu nn.softplus nn.softsign nn.softmax nn.sigmoid nn.tanh
Losses
nn.l2_loss
Regularizations
nn.dropout
Logic
logical_and logical_not logical_or logical_xor
Control flow
identity make_tuple group no_op cond
Tensorboard summaries
scalar_summary histogram_summary image_summary merge_summary merge_all_summaries