Amazon Web Services - Labs

Repositories

• aws-serverless-data-lake-framework

  Enterprise-grade, production-hardened, serverless data lake on AWS

  aws framework serverless etl analytics data-engineering data-lake
  Python 9 91 0 0 Updated Nov 4, 2020

• aws-lambda-powertools-python

  A suite of utilities for AWS Lambda Functions that makes tracing with AWS X-Ray, structured logging and creating custom metrics asynchronously easier
  Python 63 524 9 (1 issue needs help) 0 Updated Nov 4, 2020

• autogluon

  AutoGluon: AutoML for Text, Image, and Tabular Data

  data-science machine-learning natural-language-processing computer-vision deep-learning mxnet scikit-learn
  Python Apache-2.0 352 2,727 119 (20 issues need help) 14 Updated Nov 4, 2020

• dgl-ke

  High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

  machine-learning knowledge-graph knowledge-graphs-embeddings graph-learning dgl
  Python Apache-2.0 75 499 18 2 Updated Nov 4, 2020

• aws-viewer-for-cbmc

  Scans the output of CBMC and produces a browsable summary of the results.
  Python Apache-2.0 2 2 1 7 Updated Nov 4, 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 421 969 3 3 Updated Nov 3, 2020

• aws-crt-python

  Python bindings for the AWS Common Runtime

  hacktoberfest
  8 packages Python Apache-2.0 13 25 5 4 Updated Nov 3, 2020

• amazon-transcribe-streaming-sdk

  The Amazon Transcribe Streaming SDK is an async Python SDK for converting audio into text via Amazon Transcribe.

  python aws asyncio amazon-transcribe
  Python Apache-2.0 3 13 2 1 Updated Nov 3, 2020

• amazon-s3-find-and-forget

  Amazon S3 Find and Forget is a solution to handle data erasure requests from data lakes stored on Amazon S3, for example, pursuant to the European General Data Protection Regulation (GDPR)

  aws big-data s3 data-lake parquet gdpr right-to-be-forgotten
  Python Apache-2.0 8 78 2 1 Updated Nov 3, 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-2.0 287 973 13 3 Updated Nov 3, 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-2.0 335 1,530 167 (5 issues need help) 43 Updated Nov 3, 2020

• open-data-registry

  A registry of publicly available datasets on AWS
  Python Apache-2.0 362 658 5 3 Updated Nov 3, 2020

• aws-cfn-template-flip

  Tool for converting AWS CloudFormation templates between JSON and YAML formats.
  Python Apache-2.0 115 739 2 2 Updated Nov 3, 2020

• aws-config-rules

  [Node, Python, Java] Repository of sample Custom Rules for AWS Config.
  Python 454 959 35 (4 issues need help) 22 Updated Nov 3, 2020

• aws-service-catalog-puppet

  This is a framework where you list your AWS accounts with tags and your AWS Service Catalog products with tags or target accounts. The framework works through your lists, dedupes and spots collisions and then provisions the products into your AWS accounts for you. It handles the Portfolio sharing, its acceptance and can provision products cross …
  Python Apache-2.0 25 35 7 (1 issue needs help) 6 Updated Nov 3, 2020

• aws-media-insights-engine

  A serverless framework to accelerate the development of applications that discover next-generation insights in your video, audio, text, and image resources by utilizing AWS Machine Learning and Media services.
  Python Apache-2.0 45 138 52 (4 issues need help) 4 Updated Nov 2, 2020

• aws-data-wrangler

  Pandas on AWS

  mysql python emr aws data-science lambda aws-lambda
  Python Apache-2.0 193 1,181 22 (1 issue needs help) 1 Updated Nov 1, 2020

• 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 30 57 46 16 Updated Oct 30, 2020

• live-streaming-with-automated-multi-language-subtitling

  Utilizes AWS Transcribe Streaming to create live captions for live video streaming. This solution uses AWS MediaLive as the encoder, AWS MediaPackage, Amazon Translate, Amazon Transcribe Streaming, Amazon S3, and Amazon Lambda.
  Python 34 84 3 3 Updated Nov 3, 2020

• neural-retrieval

  Python library containing BART query generation and BERT-based Siamese models for neural retrieval.
  Python Apache-2.0 1 9 0 0 Updated Oct 30, 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 19 66 2 1 Updated Oct 30, 2020

• aws-support-tools

  Tools and sample code provided by AWS Premium Support.
  Python Apache-2.0 486 694 13 4 Updated Oct 30, 2020

• aws-waf-security-automations

  This solution automatically deploys a single web access control list (web ACL) with a set of AWS WAF rules designed to filter common web-based attacks.
  Python Apache-2.0 242 522 56 16 Updated Oct 29, 2020

• scale-out-computing-on-aws

  Scale-Out Computing on AWS is a solution that helps customers deploy and operate a multiuser environment for computationally intensive workflows.
  Python 18 46 4 1 Updated Oct 29, 2020

• machine-to-cloud-connectivity-framework

  Machine to Cloud Connectivity Framework is a reference implementation that enables connectivity between equipment supporting Open Protocol Communication Data Access (OPC DA) and can be used to build connectors for other protocols within factories.
  Python Apache-2.0 3 4 4 0 Updated Oct 29, 2020

• speke-reference-server

  Secure Packager and Encoder Key Exchange (SPEKE) is part of the AWS Elemental content encryption protection strategy for media services customers. SPEKE defines the standard for communication between our media services and digital rights management (DRM) system key servers. This project provides the basic framework that partners can specialize a…

  encryption video serverless media drm mediaconnect mediapackage
  Python Apache-2.0 26 56 12 (3 issues need help) 0 Updated Oct 29, 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 31 119 5 4 Updated Oct 28, 2020

• improving-forecast-accuracy-with-machine-learning

  The Improving Forecast Accuracy with Machine Learning solution generates, tests, compares, and iterates on Amazon Forecast forecasts. The solution automatically produces forecasts and generates visualization dashboards for Amazon QuickSight or Amazon SageMaker Jupyter Notebooks—providing a quick, easy, drag-and-drop interface that displays time …

  amazon-forecast generating-forecasts multiple-forecasts developing-forecasts
  Python Apache-2.0 1 6 0 0 Updated Oct 27, 2020

• aws-batch-cbmc

  AWS Batch CBMC makes it easy to run CBMC (the C Bounded Model Checker) on AWS Batch.
  Python Apache-2.0 9 2 0 11 Updated Oct 27, 2020

• aws-deployment-framework

  The AWS Deployment Framework (ADF) is an extensive and flexible framework to manage and deploy resources across multiple AWS accounts and regions based on AWS Organizations.

  aws devops deployment multi-account
  Python Apache-2.0 114 333 49 (1 issue needs help) 6 Updated Oct 27, 2020