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Fix broken MNIST and TensorDataset links in nn_tutorial #3969

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Fix broken MNIST and TensorDataset links in nn_tutorial #3969

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4 changes: 2 additions & 2 deletions beginner_source/nn_tutorial.py
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Expand Up @@ -31,7 +31,7 @@
# MNIST data setup
# ----------------
#
# We will use the classic `MNIST <https://yann.lecun.com/exdb/mnist/index.html>`_ dataset,
# We will use the classic `MNIST <https://en.wikipedia.org/wiki/MNIST_database>`_ dataset,
# which consists of black-and-white images of hand-drawn digits (between 0 and 9).
#
# We will use `pathlib <https://docs.python.org/3/library/pathlib.html>`_
Expand Down Expand Up @@ -473,7 +473,7 @@ def get_model():
# walks through a nice example of creating a custom ``FacialLandmarkDataset`` class
# as a subclass of ``Dataset``.
#
# PyTorch's `TensorDataset <https://pytorch.org/docs/stable/_modules/torch/utils/data/dataset.html#TensorDataset>`_
# PyTorch's `TensorDataset <https://docs.pytorch.org/docs/stable/data.html#torch.utils.data.TensorDataset>`_
# is a Dataset wrapping tensors. By defining a length and way of indexing,
# this also gives us a way to iterate, index, and slice along the first
# dimension of a tensor. This will make it easier to access both the
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