Node Ops Tutorial

Contains functions taking a tensor or structured list of tensors and returning a tensor or structured list of tensors. The functions are commonly used compositions of tensorflow functions which operate on tensors.

Weights and Placeholders

weights

placeholder

Loss Functions and Evaluation Metrics

se

mse

rmse

mae

cross_entropy

other_cross_entropy

perplexity

detection

recall

precision

accuracy

fscore

Custom Activations

ident

tanhlecun

mult_log_reg

Matrix Operations

concat

x_dot_y

cosine

linear

embedding

lookup

khatri_rao

Tensor Operations

nmode_tensor_tomatrix

nmode_tensor_multiply

binary_tensor_combine

ternary_tensor_combine

Tricks for Training

batch_normalize

dropout

Neural Networks

dnn

residual_dnn

highway_dnn

convolutional_net

Making an op