mattmcclean/sagemaker-fastai-examples

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Created about 5 years ago
Updated about 5 years ago

mattmcclean/sagemaker-fastai-examples

mattmcclean

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Examples of using fast.ai with SageMaker

sam-pytorch-example

An example project showing how to use AWS Lambda to deploy your PyTorch model

salt-openstack

Salt state files for OpenStack

vagrant-salt

Project that uses Vagrant to develop applications using the Salt config management tool

sagemaker-lhr-summit-demo

The source code including python files, config files, Dockerfile etc. for the SageMaker demo presented at the AWS London Summit 2018

Jupyter Notebook

fastai-container-sam-app

An example AWS SAM app showing how to deploy a fastai app using Lambda Container feature

sagemaker-reinvent-chalktalk-2018

Example project showing how you can use your fast.ai based scripts to let Amazon SageMaker perform the training and hosting of your models. Was used as part of the AWS re:Invent 2018 Chalk Talk

Jupyter Notebook

logstash-python

Python binding for the logstash internal messages

sagemaker-fastai-notebook

Project with AWS CloudFormation templates to provision SageMaker notebooks setup to work with fast.ai

eks-cdk-kubeflow

An example project showing provisioning of a Kubeflow cluster with AWS EKS and CDK

fastai2-sagemaker-deployment-demo

A demo project showing how to train a fastai2 model on an Amazon SageMaker notebook instance and deploy to SageMaker hosting services.

Jupyter Notebook

openvpn-cdk-demo

Demo app showing how to setup OpenVPN server using AWS CDK

fastai2-sagemaker-train-demo

Jupyter Notebook

caramel

A logging framework for Salt based on Logstash

fastai-sagemaker-demo

A demo combining Fastai with Amazon SageMaker. Uses SageMaker for training and deploying the "dogscats" example model used in Lesson 1.

Jupyter Notebook

netflixoss-packer

Library of chef cookbooks for building Netflix OSS tools with Packer tool

centurion

Rails monitoring application based on Salt

salt-monitor

A monitoring framework based on Salt

nova-zmq-freelance

The OpenStack Nova RPC ZeroMQ Freelance driver

nova-freelance-0mq

Implementation of the Nova RPC using the ZeroMQ Freelance Pattern

mlworkshop

This repo holds the Jupyter notebooks and other resources such as CFN templates to run the ML workshop.

Jupyter Notebook

fastai-aws-examples

Repo for the Jupyter notebooks and example applications integrating fast.ai with different AWS services such as EC2, SageMaker, Lambda etc.

Jupyter Notebook

barclamp-quantum

Barclamp for OpenStack Quantum network service

cdk-rapidsai-sagemaker-notebook

Creates a SageMaker notebook instance with rapidsai from Nvidia using the AWS CDK

cdk-fastai2-sagemaker-nb

Example CDK project that creates a SageMaker Notbook instance with fastai2 installed

logstash-opsworks

Chef cookbooks for setting up logstash with AWS Opsworks

pytorch-lambda-layer

Example app that creates a new AWS Lambda layer for PyTorch