Notice the denominator is simply the full variety of terms in document d (counting each occurrence of exactly the same phrase independently). You can find a variety of other methods to define term frequency:[5]: 128 Tensorflow supports having checkpoints to ensure when your teaching method restarts it can restore the most recent checkpoint to G