Die shade issue

[0xtceb]

learn-tfjs/chapter12/node/node-dice-data/src/index.js

Line 60 in 0c0dbc8

const shadeDie = tf.fill([12, 12], 1 - x)

Aren't you creating a new rank 2 Tensor filled with 1 everywhere instead of copying and shading an existing dice ?

[GantMan]

Correct. I believe this was to handle shades of gray from white to black. However, I agree, it might be better to shade actual dice. If you get better results, please share. I strongly believe the dice example could be significantly improved, but I didn't want to get too advanced too fast.

[0xtceb]

Your book was great to read and experiment with, arrived at this test I could not understand the purpose of shading X times out of X times the same values and what was the benefits for the training datas. If i got to this level of understanding you can blame your book for it ;) .

[GantMan]

Bwahahahaha I def do blame the book <3

Generating training data is an art form. You should see how many cool generated datasets are out there. I do want to come back to this dice code one day and improve it. I feel like I 2x the quality of the results if I wanted to. Maybe one day.