awslabs Goto Github PK

rds-support-tools

Amazon RDS Support Tools contains utilities, sql, scripts and views which are useful in a RDS environment

realtime-fraud-detection-with-gnn-on-dgl

An end-to-end blueprint architecture for real-time fraud detection(leveraging graph database Amazon Neptune) using Amazon SageMaker and Deep Graph Library (DGL) to construct a heterogeneous graph from tabular data and train a Graph Neural Network(GNN) model to detect fraudulent transactions in the IEEE-CIS dataset.

recurrent-intensity-model-experiments

rekognition-image-search-engine

Reference implementation on building a local image search engine that uses Amazon Rekognition image labels to create an inverted index.

rekognition-video-utils

Reference implementation on labeling video frames using Amazon Rekognition. The repo also contains some OpenCV based video utilities for frame extraction and labeling.

remote-monitoring-of-iot-devices

This solution creates remote monitoring for IoT device data transmission or data validity. This solution ingests real-time device data from IoT devices to assess the state of each IoT device and send you notifications if there are data transmission issues or out of range data.

renate

Library for automatic retraining and continual learning

resource-lister

results-iterator-for-aws-java-sdk

A library that handles iterating over results from the AWS Java SDK with minimal boilerplate

robustqa-acl23

ros2-migration-tools

Tools for migrating packages from ROS1 to ROS2.

route53-dynamic-dns-with-lambda

A Dynamic DNS system built with API Gateway, Lambda & Route 53.

route53-infima

Library for managing service-level fault isolation using Amazon Route 53.

rust-smt-ir

rust-smt-ir-examples

rust-smt-strings

s2n-bignum

s3-connector-for-pytorch

The Amazon S3 Connector for PyTorch delivers high throughput for PyTorch training jobs that access and store data in Amazon S3.

s3-managed-download-js

The JavaScript SDK Managed Download package can be used for custom S3 downloads. The client can configure options for the Managed Download such as chunk size and number of parts to download concurrently.

sageinspector

Inspect Amazon SageMaker resources. Easily.

sagemaker-av-visual-perception

sagemaker-battlesnake-ai

Starter pack to build an AI for Battlesnake with Amazon Sagemaker more content on wiki:

sagemaker-churn-prediction-text

sagemaker-corporate-credit-rating

Corporate Credit Rating Prediction with AWS SageMaker JumpStart

sagemaker-dashboards-for-ml

sagemaker-debugger

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

sagemaker-debugger-rulesconfig

sagemaker-deep-demand-forecast

Using Deep Learning for Demand Forecasting with Amazon SageMaker

sagemaker-defect-detection

Detect Defects in Products from their Images using Amazon SageMaker

sagemaker-document-understanding