TensoFlow tf.data.dataset: Repeat, Batch, Shuffle - explained!

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This is a very short video with a simple animation where is explained tree main method of TensorFlow data pipeline.
  1. CloseToAlgoTrading
  2. TensorFlow
  3. tf.data
  4. TensorFlow data pipeline
  5. tf.data.dataset
  6. Repeat
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Комментарии
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Thank you!! I finally found out how the shuffle buffer works in juste 1 minute ^^

deuxsoixantedouze
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Awesome!!!! Crystal clear animation. Thx a lot!

joaomatheusMS
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that was a good video you made, this video should have more like than other. thx a lot

pirtalitqwerty
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What would be the appropriate order of the operands if you want to do all three: repeat, batch, shuffle?

habi
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Can someone specify, what libraries do we need to import, in order to have access of those useful tools?

apostolismoschopoulos
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Now I'm able to get the stuff about data transformation with tf.

q_en
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Might be dumb, but I'm really confused by the buffer_size for .shuffle() ... Why does one want to specify a buffer_size that is smaller than the size of the entire dataset?

habi