Tips¶

collections.Counter is similar to a dict object. You can iterate through it similarly to how you iterate through a dict.

Tips¶

1. You can use the built-in function sorted to sort any iterable collection. It always a (new) list containing sorted data. Some mutable collections (e.g., list) have thee method sort to sort elements in-place. Both sorted and Collection.sort accept an argument key for specifying customized sorting criteria.

Sort a List¶

Tips¶

There are multiple ways to convert a Tensor to a numpy array in PyTorch. First, you can call the method Tensor.numpy.

my_tensor.numpy()

Second, you can use the function numpy.array.

import numpy as np
np.array(my_tensor)

It is suggested that you use the function numpy.array to convert a Tensor to a numpy array. The reason is that numpy.array is more generic. You can also use it to convert other objects (e.g., PIL.Image) to numpy arrays while those objects might not have a method named numpy