aws-samples / ecs-machine-learning
An EC2 Container Service Architecture which provides the infrastructure for Deep Learning
☆70Updated 8 years ago
Alternatives and similar repositories for ecs-machine-learning:
Users that are interested in ecs-machine-learning are comparing it to the libraries listed below
- Material for re:Invent 2016 - CON314 - Workshop: Deploy a Deep Learning Framework on Amazon ECS and EC2 Spot Instances☆194Updated 5 years ago
- Reference Lambda function that predicts image labels for a image using an MXNet-built deep learning model. The repo also has pre-built MX…☆133Updated 2 years ago
- A Lambda function that builds an on-demand, scalable Amazon Elasticsearch cluster to solve a specific problem or to do analysis.☆47Updated 5 years ago
- AWS Batch helpers is a collection of scripts and tools that can be used with AWS Batch.☆134Updated 5 years ago
- This example code illustrates how to extend AWS Lambda functionality using Amazon SQS and the Amazon EC2 Container Service (ECS).☆290Updated 7 years ago
- AWS Lambda function to forward Stream data to Kinesis Firehose☆279Updated last year
- Sagemaker pipeline for AWS Summit New York☆58Updated 5 years ago
- A reference architecture for handling batch processing workloads using Amazon ECS.☆150Updated 4 years ago
- Distributed Deep Learning on AWS Using CloudFormation (CFN), MXNet and TensorFlow☆254Updated 4 years ago
- CloudFormation template for Elasticsearch service with Cognito authentication on AWS☆29Updated 6 years ago
- A Python module for creating sample events to test AWS Lambda functions.☆57Updated 8 years ago
- Various workshop labs that make use of pywren to massively process data in parallel with AWS Lambda☆38Updated 5 years ago
- A Container-based local runtime for AWS Lambda (Python) + DynamoDB☆67Updated 7 years ago
- A sample AWS Step Functions (SFN) state machine, designed to one-way synchronize an Amazon S3 source bucket into another S3 destination b…☆110Updated 6 years ago
- A sample AWS Lambda function that accepts messages from an Amazon Kinesis Stream and transfers the messages to another data transport.☆288Updated 2 years ago
- An example project to deploy MXNet inference API with Docker on Amazon ECS. Uses CodePipeline and CodeBuild to build the image to deploy …☆49Updated 5 years ago
- CloudFormation templates and scripts demonstrating how to build a promotion recommendation system using Kinesis and SageMaker.☆28Updated 6 years ago
- Creates a CloudFormation template that uses AWS StepFunctions to automate the building and training of Sagemaker custom models based on S…☆165Updated 5 years ago
- Exports DynamoDB items via parallel scan into a blocking queue, then consumes the queue and import DynamoDB items into a replica table us…☆90Updated 5 years ago
- This is a Serverless Framework plugin that helps bundling any stateless zipped library to AWS Lambda.☆67Updated 2 years ago
- This workshop walks you through creating a smart image cropping rekognition powered twitter bot.☆57Updated last year
- The EC2 Right Sizing solution has reached the end of its useful life. Right-sizing functionality is available as a native feature of AWS …☆87Updated 4 years ago
- An Extremely Low Friction (ELF) AWS IoT python example client☆68Updated 6 years ago
- Code samples related to "Harmonize, Search, and Analyze Loosely Coupled Datasets on AWS" (https://aws.amazon.com/blogs/big-data/harmonize…☆22Updated 5 years ago
- Centralized logging infrastructure for multiple AWS accounts using CloudFormation and Python☆50Updated 5 years ago
- This package allows for AWS V4 request signing using the Python requests library.☆50Updated 4 years ago
- Libraries, samples, and tools to help AWS customers onboard with custom resource auto scaling.☆85Updated 5 years ago
- Fast and easy-to-use library for implementing CloudWatch Custom Metrics☆58Updated last year
- Serverless Framework Plugin to package python functions and their requirements☆81Updated 2 years ago
- Run and Test locally, Dist and Deploy online your AWS Lambda Python functions with a simple Makefile. Deploy, Stage and Test your API Gat…☆103Updated 3 months ago