Tensorflow And Pytorch

Applications in tensorflow and pytorch.

Tensorflow

1. transform “pandas.dataframe” to “tensorflow.dataset”

   For training dataset, you should set the “label” to be the prediction label. In the “Titanic Survivors Prediction”, the label should be set to “Survived”.

   # tfdf: tensorflow_decision_forests
   
   train_ds = tfdf.keras.pd_dataframe_to_tf_dataset(pandans_train_dataframe, label="Survived")
   test_ds = tfdf.keras.pd_dataframe_to_tf_dataset(pandans_test_dataframe)

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PyTorch

1. flatten (扁平化)
   torch.flatten(tensor)

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