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keras_datasets

keras have some in built datasets which are basic in nature for the purpose of deep learning. Code had been written for the inbuilt datasets.

Jupyter notebooks and python scripts are available

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This Repository contains implementation of keras datasets

CIFAR10 small image classification
These files would contain classification of CIFAR 10 dataset with the help of deep neural netoworks.

Script

Notebook

Documentation

Blog Post

Medium Post

CIFAR100 small image classification
These files would contain classification of CIFAR 100 dataset with the help of deep neural netoworks.

Script

Notebook

Documentation

Blog Post

Medium Post

IMDB Movie reviews sentiment classification
These files would contain classification of IMDB Movie reviews into positive or negetive reviews with the help of deep neural netoworks.

Script

Notebook

Documentation

Blog Post

Medium Post

Reuters newswire topics classification
These files would contain classification of Reuters newswires into 46 topics with the help of deep neural netoworks.

Script

Notebook

Documentation

Blog Post

Medium Post

MNIST database of handwritten digits
These files would contain classification of MNIST Digits dataset into 0-9 numbers with the help of deep neural netoworks.

Script

Notebook

Documentation

Blog Post

Medium Post

Fashion-MNIST database of fashion articles
These files would contain classification of Fashion Mnist Digits dataset into 10 fashion articles with the help of deep neural netoworks.

Script

Notebook

Documentation

Blog Post

Medium Post

Boston housing price regression dataset
These files would contain regression of Boston Housing dataset with the help of deep neural netoworks.

Script

Notebook

Documentation

Blog Post

Medium Post