Tensorflow Equivalent For Numpy Indexed Assignment

What is the pseudo(*)-equivalent in Tensorflow for this? array[array < 50] = 0 # numpy I guess it should be something like: array = tf.something(array, ...) # or array2 = ... #

Solution 1:

You can do

tf.select(array < 50, tf.zeros_like(array), array)

which will return an expression equivalent to what array will contain after array[array < 50] = 0. If array was a TensorFlow variable, you can use tf.assign to assign the above expression to array.