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ecs-mxnet-example

An example project to deploy MXNet inference API with Docker on Amazon ECS. Uses CodePipeline and CodeBuild to build the image to deploy to ECS.

eks-kubeflow

CloudFormation to setup Kubeflow and Sagemaker Operators on EKS

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

fuel-main

Fuel is the control plane for installing and managing OpenStack. It is capable of doing bare metal provisioning of physical nodes, installing OpenStack on them, and much more.

galaxy

A cache-coherent in-memory data grid

game-analytics-pipeline

The Game Analytics Pipeline is a customer deployable reference architecture to help game developers ingest, store, and analyze telemetry data from games and services.

getdata-003

Getting and Cleaning Data Course Project

graph-notebook

Library extending Jupyter notebooks to integrate with Apache TinkerPop and RDF SPARQL.

h2o-training

training material

h2o-training-book

haas

Proof of Concept for Horovod-as-a-Service

haas-gitops

Horovod as a Service using SageMaker Experiments and triggered through GitHub

haas-kf

Horovod as a Service using Amazon EKS and Kubeflow

higherhrnet-human-pose-estimation

This is an official implementation of our CVPR 2020 paper "HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation" (https://arxiv.org/abs/1908.10357)

itsacat

Demonstrating the integration of a Machine Learning (ML) Pipeline into the DevOps process.

itsacat-local

Image Prediction API, DevOps Pipeline Demo using SAM Local

itsacat-orig

Origional Concept: Demonstrating a Cloud Native, Serverless, Neural Network for Image Classification using AWS Lambda Functions.

keras-retinanet

Keras implementation of RetinaNet object detection.

langchain

⚡ Building applications with LLMs through composability ⚡

lnn

Cloud Native Neural Network using AWS Lambda Functions

pixel-art-maker

Udacity Intro to Programming Project

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

r

R Programming Language Samples

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

reproresearch

This repo contains documents to be submitted in the context of the course Reproducible Research of Johns Hopkins University.

robostig

Leveraging Amazon SageMaker to build an Autonomous Self-driving Car

run_analysis.r

Getting and Cleaning Data Course Project

s3contents

A S3 backed ContentsManager implementation for Jupyter

sandbox

Data Science Sandbox

serverless

This is intended to be a repo containing all of the official AWS Serverless architecture patterns built with CDK for developers to use. All patterns come in Typescript and Python with the exported CloudFormation also included.