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SageMaker-Deployment
Compilation of examples of SageMaker inference options and other features.MLModelsReview
Code implementation and pros/cons of basic ML algorithms for review.GenAI-Samples
GenAI ExamplesNLPStreamlit
A Streamlit application that does NLP tasks such as Sentiment Analysis, Named Entity Recognition (NER), and Text Summarization.Pre-Trained-Sklearn-SageMaker
Deploy a pre-trained Sklearn Model on Amazon SageMakerAmplifyTranscription
Example Amplify Predictions codeLinLearnerRegression
End to end example of AWS SageMaker's in-built Linear Learner algorithm to solve regression problem.Lambda-Container
Example of creating a Lambda container imageRI-AIM366
AIM 366 Reinvent CodePlaylistGenerator
Flask application that curates music playlists based off of a users mood, emotions, top artists, and favorite genres.MoodDetectionApp
Mood Detection with AWS RekognitionLocust-ML
Locust script for Flask App serving ML regression modelmlflow-tracking
Log and query experiments with mlflowMedNERComprehend
Web Application working with AWS Comprehend Medicalaws-comprehend-custom-classifier
AWS Comprehend Custom Classificationsagemaker-pipelines-examples
SageMaker Pipelines Examples Repocloudformation-sagemaker-ep
Deploying SM Endpoints with CloudFormationLocust-SM
Load Testing/Benchmarking SageMakerIaC-SageMaker-Deployment
Infrastructure as Code Examples with SageMaker DeploymentSentimentAnalysisApp
Web application that works with AWS Comprehend to visualize sentiment of user input.AWSSageMaker-CustomTFModel
Training and deploying a custom Tensorflow 2.0 Model on AWS Sagemakerbert-multilingual-triton
ML-ToolBox
Quick ML model code to grab for examplesresnet50-sample
Resnet50 Local InferenceOOP-JavaIntro
AIM406-RI2022-Demo
sklearn-mme-deployment
Boto3 deployment of pre-trained sklearn models on SageMakerstreamlit-apps
Sample streamlit applicationssagemaker-nlp
SageMaker NLP Focused Examplesxgboost-load-multiple-sm
Loading multiple models on a XGBoost container for a Single Model Endpoint.CDK-Examples
Sample CDK appsDLJSDemo
Code Demonstrations of Brain.js to make Deep Learning networks.SM-Model-Registry
Working with SageMaker Model Registry and the XGBoost Algorithmmlflow-serving
Example of locally serving a MLflow ModelComprehendDemo
Code Demonstration of using AWS Comprehend for Sentiment Analysis & Entity ExtractionCustomSpacyAWS
Deployed custom Spacy Model to AWSLove Open Source and this site? Check out how you can help us