Educational

Attention Mechanisms in Computer Vision (SENet, ECA-Net, and GCNet)

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• CNN

TensorFlow Callback Functions

The 10 essential callback functions in TensorFlow

• TensorFlow

Practical Deep Learning for Coders by fast.ai

Run the latest Practical Deep Learning for Coders course from fast.ai (v4 2020)

• Fast.ai

Play Super Mario Bros with a Double Deep Q-Network

Train an Agent to Play Super Mario Bros

GauGAN

Adapt GauGAN for your own data

• GAN

PyTorch Tutorial: Data Parallelism

Learn how to use multiple GPUs with PyTorch

• PyTorch

PyTorch Tutorial: Autograd and Automatic Differentiation

Learn how to use the autograd package in PyTorch

• PyTorch

PyTorch Tutorial: Training a Classifier

Learn how to train an image classifier using the torchvision package in PyTorch

• PyTorch

PyTorch Tutorial: Building a Neural Network

Learn how to build a neural network from scratch using PyTorch

• PyTorch

PyTorch Tutorial: Working with Tensors

Learn the essentials of working with tensors in PyTorch

• PyTorch

Practical Deep Learning for Coders by fast.ai (v3 2019)

Run the previous version (v3) of Practical Deep Learning for Coders by fast.ai

• Fast.ai