# Tensorflow Tensorflow is a deep learning programming framework created by Google. As of Jan 2021, it remains to be the most popular framework for deep learning, although [[PyTorch]] is catching up. ## Basics 1. [[Tensorflow - Installation]] 1. [[GPU Hack]] 2. [[TensorFlow - Basics]] 3. [[Tensorflow-Advanced]] 1. [[Tensors]] 2. [[Gradient Tape]] 3. [[Custom Training Loop]] 4. [[Graph Mode]] 5. [[Distributed Training]] 6. [[Transfer Learning]] 7. [[Computer Vision]] 8. [[Generative Models]] 9. [[Auto Encoders]] 10. [[Generative Adversarial Networks]] 4. [[Tensorflow - GPU vs CPU]] ## Data Processing 1. [[Keras ImageDataGenerator]] ## Word Encoding 1. [[Tokenizer]] 2. [[Word Embedding]] [[RNN]] [[logits]] - Learn more about RNNs - how to handle states - how to do multistep etc. - resnets in rnns