Amazon Web Services - Labs

Repositories

• sagemaker-debugger

  Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors

  debugging aws machine-learning deep-learning amazon sagemaker
  Python 29 52 41 12 Updated Sep 17, 2020

• aws-service-catalog-products

  This repository contains a number of CloudFormation templates which can be used independently or as Products with AWS Service Catalog including the Open Source Tools AWS Service Catalog Factory and AWS Service Catalog Puppet. The templates include a number of the foundational AWS Services you may choose to manage Account Compliance including AWS…

  aws cloudformation iaas servicecatalog selfservice
  Python 16 59 1 1 Updated Sep 17, 2020

• aws-delivlib

  setup and manage continuous delivery pipelines for code libraries in multiple languages
  TypeScript Apache-2.0 23 128 23 2 Updated Sep 17, 2020

• smithy-go

  Smithy code generators for Go (in development)

  golang smithy
  Java Apache-2.0 7 14 16 2 Updated Sep 17, 2020

• gluon-ts

  Probabilistic time series modeling in Python

  machine-learning deep-learning time-series neural-networks forecasting time-series-prediction time-series-forecasting
  Python Apache-2.0 313 1,407 164 (5 issues need help) 40 Updated Sep 17, 2020

• aws-data-wrangler

  Pandas on AWS

  mysql python emr aws data-science lambda aws-lambda
  Python Apache-2.0 170 1,019 18 (1 issue needs help) 1 Updated Sep 17, 2020

• dgl-lifesci

  Python package for graph neural networks in chemistry and biology

  bioinformatics deep-learning cheminformatics molecule drug-discovery geometric-deep-learning graph-neural-networks
  Python Apache-2.0 22 90 2 4 Updated Sep 17, 2020

• ktf

  Kernel Test Framework

  kernel x86-64 os smp
  C BSD-2-Clause 11 83 23 (3 issues need help) 1 Updated Sep 17, 2020

• aws-solutions-assembler

  Using Mahjong to spin up the best solutions on AWS with few lines of yaml.

  kubernetes golang devops microservices k8s cdk eks
  5 packages Go Apache-2.0 4 20 5 0 Updated Sep 17, 2020

• sockeye

  Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

  machine-learning deep-neural-networks translation deep-learning mxnet machine-translation transformer
  Python Apache-2.0 281 960 9 10 Updated Sep 17, 2020

• autogluon

  AutoGluon: AutoML Toolkit for Deep Learning

  data-science machine-learning natural-language-processing computer-vision deep-learning mxnet scikit-learn
  Python Apache-2.0 340 2,638 107 (17 issues need help) 13 Updated Sep 17, 2020

• k8s-cloudwatch-adapter

  An implementation of Kubernetes Custom Metrics API for Amazon CloudWatch

  kubernetes aws-cloudwatch cloudwatch-metrics eks
  Go Apache-2.0 43 119 18 0 Updated Sep 17, 2020

• aws-delivlib-sample

  Sample and test project for aws-delivlib
  TypeScript Apache-2.0 4 2 0 3 Updated Sep 17, 2020

• aws-solutions-constructs

  The AWS Solutions Constructs Library is an open-source extension of the AWS Cloud Development Kit (AWS CDK) that provides multi-service, well-architected patterns for quickly defining solutions
  TypeScript Apache-2.0 25 195 21 1 Updated Sep 17, 2020

• amazon-kinesis-video-streams-webrtc-sdk-c

  Amazon Kinesis Video Streams Webrtc SDK is for developers to install and customize realtime communication between devices and enable secure streaming of video, audio to Kinesis Video Streams.

  webrtc webrtc-sdk kinesis-video-streams
  C Apache-2.0 88 443 33 8 Updated Sep 17, 2020

• amazon-neptune-tools

  Tools and utilities to enable loading data and building graph applications with Amazon Neptune.

  graphml aws-neptune amazon-neptune
  Java Apache-2.0 48 113 7 1 Updated Sep 17, 2020

• aws-securityhub-multiaccount-scripts

  This script automates the process of running the Security Hub multi-account workflow across a group of accounts that are in your control
  Python 72 151 17 10 Updated Sep 17, 2020

• aws-c-io

  This is a module for the AWS SDK for C. It handles all IO and TLS work for application protocols.
  C Apache-2.0 18 50 12 7 Updated Sep 17, 2020

• aws-c-common

  Core c99 package for AWS SDK for C. Includes cross-platform primitives, configuration, data structures, and error handling.
  C Apache-2.0 77 140 22 24 Updated Sep 17, 2020

• aws-well-architected-labs

  Hands on labs and code to help you learn, measure, and build using architectural best practices.

  aws security lab cost well-architected wellarchitected
  1 package Python 404 926 5 3 Updated Sep 17, 2020

• s2n

  s2n : an implementation of the TLS/SSL protocols

  c tls ssl cryptography crypto encryption c99
  C Apache-2.0 518 3,802 341 (16 issues need help) 38 Updated Sep 17, 2020

• ml-io

  A high performance data access library for machine learning tasks
  C++ Apache-2.0 11 37 3 1 Updated Sep 16, 2020

• fhir-works-on-aws-search-es

  An Elasticsearch implementation of the FHIR Works on AWS framework, enabling users to search for FHIR resources

  nodejs aws typescript healthcare fhir hl7 fhir-works
  2 packages TypeScript Apache-2.0 2 6 2 1 Updated Sep 16, 2020

• open-data-registry

  A registry of publicly available datasets on AWS
  Python Apache-2.0 332 619 4 11 Updated Sep 16, 2020

• aws-lambda-rust-runtime

  A Rust runtime for AWS Lambda
  Rust Apache-2.0 114 1,267 28 18 Updated Sep 16, 2020

• aws-crt-cpp

  C++ wrapper around the aws-c-* libraries. Provides Cross-Platform Transport Protocols and SSL/TLS implementations for C++.
  C++ Apache-2.0 13 22 1 6 Updated Sep 16, 2020

• amazon-quicksight-embedding-sdk

  A SDK to help users embed QuickSight dashboards on other pages.
  JavaScript 18 50 20 1 Updated Sep 16, 2020

• amazon-sagemaker-examples

  Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

  learning aws reinforcement-learning amazon example machine deep
  Jupyter Notebook Apache-2.0 3,236 4,219 345 59 Updated Sep 16, 2020

• realworld-serverless-application

  This project is inspired by the design and development of the AWS Serverless Application Repository - a production-grade AWS service. Learn how AWS built a production service using serverless technologies.
  Java Apache-2.0 74 383 11 4 Updated Sep 16, 2020

• aws-viewer-for-cbmc

  Scans the output of CBMC and produces a browsable summary of the results.
  Python Apache-2.0 2 2 0 8 Updated Sep 16, 2020