aws / sagemaker-spark
A Spark library for Amazon SageMaker.
☆299Updated last month
Alternatives and similar repositories for sagemaker-spark:
Users that are interested in sagemaker-spark are comparing it to the libraries listed below
- WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolk…☆186Updated 4 years ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆177Updated last month
- This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airf…☆136Updated 3 years ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆134Updated last month
- 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
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆271Updated 2 months ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆291Updated last year
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆389Updated 3 years ago
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆142Updated last year
- The open source version of the Amazon SageMaker docs☆251Updated last year
- LLMs and Machine Learning done easily☆439Updated last year
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆428Updated last year
- Materials for a 2-day instructor led course on applying machine learning☆201Updated 3 years ago
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆172Updated last year
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated last year
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆329Updated 3 years ago
- Toolkit for running MXNet training scripts on SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https://github.c…☆60Updated 2 months ago
- A step-by-step guide that shows how to do text classification by run training/inference for a custom model in Amazon SageMaker☆109Updated 5 years ago
- SageMaker specific extensions to TensorFlow.☆54Updated 8 months ago
- The open source version of the AWS Glue docs. You can submit feedback & requests for changes by submitting issues in this repo or by maki…☆198Updated last year
- Automated data quality suggestions and analysis with Deequ on AWS Glue☆84Updated 2 years ago
- This code demonstrates the architecture featured on the AWS Big Data blog (https://aws.amazon.com/blogs/big-data/ ) which creates a concu…☆75Updated 6 years ago
- A set of dockerfiles that provide Reinforcement Learning solutions for use in SageMaker.☆79Updated last year
- Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆402Updated last year
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆106Updated 2 years ago
- A TensorFlow Serving solution for use in SageMaker. This repo is now deprecated.☆173Updated last year
- Scripts and instructions to facilitate running Deep Learning Tasks on Amazon EMR☆63Updated last year
- Amazon SageMaker Local Mode Examples☆255Updated 2 months ago
- Implementations of open source Apache Hadoop/Hive interfaces which allow for ingesting data from Amazon DynamoDB☆223Updated last month
- Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://gith…☆202Updated 2 months ago