Simple Laravel Model Auditing
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Updated
Jan 24, 2020 - PHP
Simple Laravel Model Auditing
Predict Customer Churn
fastapi + prometheus + grafana 💣
End-to-end AutoML based, price forecasting framework. All the tools and technologies used are open source.
A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure your production machine learning on kubernetes 🚀
🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)
Model Monitoring using Prometheus and Grafana
Repo for my MLOps Zoomcamp project
This is a capstone project associated with MLOps Zoomcamp. The end goal of the project is to build an end-to-end machine learning project containing feature engineering, training, validation, tracking, modeel deployment, hosting, and general engineering best practices aimed at making house price predictions.
Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.
A modern, enterprise-ready business intelligence web application
Learn how to handle model drift and perform test-based model monitoring
Dataset shift with outlier scores
Demonstrate how to use graphana to easily create dashboard from data in postgres without redeveloping dashboard UI using angular/react etc. Example use case is machine learning model monitoring
Example projects for Arthur Model Monitoring Platform
Repository for the paper "TrustLapse: An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring"
Notes, homeworks, and projects for MLOps Zoomcamp @ datatalks.club
MLOps for deploying a Credit Risk model
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
mlops zoomcamp 2023 solutions
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