Tensorflow.js 中的反向传播

Question

I am making an RNN for sentiment classification while using a many to one structure. In order to make my RNN be able to run within an HTML file.

To make the question short and simple:

What is the Tensorflow.js equivalent of Tensorflow's (the python version) tf.train.GradientDescentOptimizer(1.0).minimize(loss) ?

Answer 1

By gradient descent, you probably would prefer stochastic gradient descent (sampling random batches) and it would look like:

tf.train.stg(learningRate).minimize(loss)

Read more here: https://js.tensorflow.org/api/latest/#tf.train.Optimizer.minimize