Tensorflow

Basic Neural Networks and ML Algorithms

GANs https://arxiv.org/pdf/1701.00160.pdf

GANs are used in unsupervised learning where it learns itself by generating the new data learned without help of labels within a latent space

In High dimensional space, the model can learn more.

Autoencoders also used for Unsupervised learning

Name		Name	Last commit message	Last commit date
Latest commit History 23 Commits
.gitignore		.gitignore
CNAME		CNAME
Cats_vs_Dogs.ipynb		Cats_vs_Dogs.ipynb
Celsius_to_Fahrenheit.ipynb		Celsius_to_Fahrenheit.ipynb
Classification_of_Flowers_using_a_TPU.ipynb		Classification_of_Flowers_using_a_TPU.ipynb
FashionMnistCoursera.ipynb		FashionMnistCoursera.ipynb
Generative_Adversarial_Network.ipynb		Generative_Adversarial_Network.ipynb
Keras_MNIST_TPU_(public).ipynb		Keras_MNIST_TPU_(public).ipynb
MelanomaX512EB7.ipynb		MelanomaX512EB7.ipynb
README.md		README.md
Reuters.ipynb		Reuters.ipynb
TPU+StorageBucket_logs_in_Tensorboard.ipynb		TPU+StorageBucket_logs_in_Tensorboard.ipynb
_config.yml		_config.yml
basic_regression.ipynb		basic_regression.ipynb
basic_text_classification.ipynb		basic_text_classification.ipynb
mnist.ipynb		mnist.ipynb
resizer.py		resizer.py

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