Amazon Web Services - Labs

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 25 46 34 7 Updated Jul 30, 2020

autogluon

AutoGluon: AutoML Toolkit for Deep Learning

data-science machine-learning natural-language-processing computer-vision deep-learning mxnet scikit-learn

Python Apache-2.0 317 2,536 88 (16 issues need help) 10 Updated Jul 30, 2020

kinesis-agent-windows

An extensible Windows agent that ingests logs and metrics to AWS services such as Kinesis Stream, Kinesis Firehose, CloudWatch Logs and CloudWatch.

C# Apache-2.0 15 26 2 2 Updated Jul 30, 2020

cdk8s

Define Kubernetes native apps and abstractions using object-oriented programming

2 packages TypeScript Apache-2.0 86 1,407 48 4 Updated Jul 30, 2020

aws-data-wrangler

Pandas on AWS

mysql python emr aws data-science lambda aws-lambda

Python Apache-2.0 127 881 27 (1 issue needs help) 2 Updated Jul 30, 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 13 57 1 2 Updated Jul 30, 2020

aws-build-accumulator

Python Apache-2.0 0 0 0 0 Updated Jul 30, 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 73 128 20 23 Updated Jul 30, 2020

smithy-typescript

Smithy code generators for TypeScript. (in development)

Java Apache-2.0 10 14 8 3 Updated Jul 30, 2020

document-understanding-solution

Example of integrating & using Amazon Textract, Amazon Comprehend, Amazon Comprehend Medical to automate the processing of documents for use cases such as search and discovery, control and compliance, and general business process workflow.

aws machine-learning amazon-comprehend aws-machine-learning amazon-textract

JavaScript 19 36 0 6 Updated Jul 30, 2020

kinesis-aggregation

AWS libraries/modules for working with Kinesis aggregated record data

Java Apache-2.0 136 291 26 6 Updated Jul 30, 2020

aws-c-auth

C99 library implementation of AWS client-side authentication: standard credentials providers and signing.

C Apache-2.0 5 6 0 2 Updated Jul 30, 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 387 876 12 3 Updated Jul 30, 2020

aws-elasticache-cluster-client-memcached-for-java

Forked from dustin/java-memcached-client

Amazon ElastiCache Cluster Client for Java - enhanced library to connect to ElastiCache clusters.

Java Apache-2.0 395 71 0 5 Updated Jul 30, 2020

aws-c-mqtt

C99 implementation of the MQTT 3.1.1 specification.

C Apache-2.0 9 42 2 3 Updated Jul 30, 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 3,063 4,000 268 66 Updated Jul 30, 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 0 0 0 1 Updated Jul 29, 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 71 413 32 (1 issue needs help) 14 Updated Jul 30, 2020

s2n

s2n : an implementation of the TLS/SSL protocols

c tls ssl cryptography crypto encryption c99

C Apache-2.0 505 3,770 329 (17 issues need help) 32 Updated Jul 30, 2020

djl

An Engine-Agnostic Deep Learning Framework in Java

java machine-learning deep-neural-networks ai deep-learning neural-network mxnet

Java Apache-2.0 141 1,005 29 (6 issues need help) 1 Updated Jul 30, 2020

smithy

Smithy is a protocol-agnostic interface definition language and set of tools for generating clients, servers, and documentation for any programming language.

Java Apache-2.0 32 265 10 3 Updated Jul 29, 2020

aws-sam-cli

CLI tool to build, test, debug, and deploy Serverless applications using AWS SAM

python docker aws lambda serverless api-gateway sam

Python 795 5,120 308 (1 issue needs help) 29 Updated Jul 30, 2020

serverless-application-model

AWS Serverless Application Model (SAM) is an open-source framework for building serverless applications

aws lambda serverless sam serverless-applications aws-sam serverless-application-model

Python Apache-2.0 1,853 7,248 245 (17 issues need help) 29 Updated Jul 29, 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-2.0 292 1,324 147 (5 issues need help) 30 Updated Jul 30, 2020

CSS Apache-2.0 33 122 9 2 Updated Jul 29, 2020

aws-lambda-rust-runtime

A Rust runtime for AWS Lambda

Rust Apache-2.0 103 1,201 25 15 Updated Jul 29, 2020