Michaël Hoarau's starred repositories
shopfloor-connectivity
Shop Floor Connectivity (SFC) is an industrial data ingestion enabler, that can quickly deliver customizable greenfield & brownfield connectivity solutions.
amazon-lookout-for-equipment-demo-app
A React app showcasing how to integrate Amazon Lookout for Equipment in a broader predictive maintenance solution.
smarter-anomaly-detection
A series of notebook showing how one can post-process anomaly detection models to derive more insights
mtf-deep-dive
Deep dive on Markov transition fields applied to time series analysis
amazon-lookout-for-equipment-python-sdk
The Amazon Lookout for Equipment Python SDK is an open-source library that allows you to easily build, train and deploy anomaly detection models for industrial time series data using Amazon Lookout for Equipment
Time-Series-Analysis-on-AWS
Time series analysis on AWS, published by Packt
remote-sagemaker
Automating code execution tasks on Amazon SageMaker via APIs
aws-panorama-samples
This repository has samples that demonstrate various aspects of AWS Panorama device and the Panorama SDK
amazon-sagemaker-tensorflow-object-detection-api
Train and deploy models using TensorFlow 2 with the Object Detection API on Amazon SageMaker
end-to-end-transformers
end-to-end Transformers workflow with Amazon SageMaker
sound-anomaly-detection-for-manufacturing
This repository contains a sample on how to perform anomaly detection on machine sounds (based on the MIMII Dataset) leveraging several approaches.
amazon-forecast-tutorial
No code workshop to experiment on Amazon Forecast