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Attention? Attention!
In this post, we are gonna look into how attention was invented, and various attention mechanisms and models, such as transformer and SNAIL.
attention self-attention pointer-network recurrent-neural-networks
Keras Tuner
A hyperparameter tuner for Keras, specifically for tf.keras with TensorFlow 2.0.
hyperparameter-optimization hyperparameter-tuner keras tensorflow
TFA: TensorFlow Addons
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
tensorflow addons utilities toolkit
What does a CNN see?
First super clean notebook showcasing @TensorFlow 2.0. An example of end-to-end DL with interpretability.
tensorflow interpretability computer-vision tutorial
Tutorials | TensorFlow Core
The TensorFlow tutorials are written as Jupyter notebooks and run directly in Google Colab—a hosted notebook environment that requires no setup.
tensorflow tutorial
Hands On Machine Learning
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and ...
scikit-learn tensorflow keras tutorial
Psychopathology FER Assistant
An intelligent assistant platform to track psychopathology patients responses during face-to-face and remote sessions.
health mental-health-care tensorflow facial-recognition
Word Embeddings
This tutorial introduces word embeddings. It contains complete code to train word embeddings from scratch on a small dataset.
word-embeddings embeddings tensorflow natural-language-processing
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