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Notebooks

PyTorchAWS-Sep2019

SlideDecks

captum

Model interpretability and understanding for PyTorch

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastMRI

A large-scale dataset of both raw MRI measurements and clinical MRI images

Graph-neural-networks

musicnn

Pronounced as "musician", musicnn is a set of pre-trained deep convolutional neural networks for music audio tagging.

NRI

Neural relational inference for interacting systems - pytorch

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

PyTorchAWSDay1

PyTorchAWSSeedlings

PyTorchAWSSentiment

recommendationEngine

A 3-hour workshop for understanding deep learning recommendation systems.

Reinvent2019Pytorch

Build, Test, and Tune Machine Learning Models with PyTorch

sagemaker-pytorch-container

Docker container for running PyTorch scripts to train and host PyTorch models on SageMaker

serve

Model Serving on PyTorch

tutorials

PyTorch tutorials.

vision

Datasets, Transforms and Models specific to Computer Vision

workshops

This is a repository for all workshop related materials.