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if I have a input matrix of 400 rows with 20 features and I have 10 labels then what should be my data_shape and label_shape tuples

Abhishek Kishore
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Each row of your input CSV file can be viewed as a vector and it will be reshaped into the data_shape. So, if a row in an input file is 1,2,3,4,5,6 and data_shape is (3,2), that row will be reshaped, yielding the array [[1,2],[3,4],[5,6]] of shape (3,2).

You can see CSVIter doc for more details.