Can't feed dataset to neural network?

Question

Python

Hello!
I can't figure out how to feed the neural network dataset. I want to use this www.ee.surrey.ac.uk/CVSSP/demos/chars74k
The problem is that in the documentation for tenserflow, the dataset built into the framework itself is used everywhere.
I tried to do like this:

from __future__ import absolute_import, division, print_function, unicode_literals

# TensorFlow и tf.keras
import tensorflow as tf
from tensorflow import keras

# Вспомогательные библиотеки
import numpy as np
import matplotlib.pyplot as plt

print(tf.__version__)
from tensorflow.contrib.learn.python.learn.datasets.mnist import extract_images, extract_labels

with open('ListsTXT .tgz') as f:
  train_labels = extract_labels(f)

with open('EnglishImg.tgz') as f:
  train_image = extract_image(f)

But alas, it doesn't work. Mistake:

from tensorflow.contrib.learn.python.learn.datasets.mnist import extract_images, extract_labels
ModuleNotFoundError: No module named 'tensorflow.contrib'

How to fix it? Or is there another way to upload your dataset?
Thank you!

Answer 1

The very first Google response answered:
"Warning: The tf.contrib module is not included in TensorFlow 2 . Many of its submodules have been integrated into TensorFlow core, or spun-off into other projects like tensorflow_io, or tensorflow_addons. For instructions on how to upgrade see the Migration guide."