Simple Laravel Model Auditing
-
Updated
Jan 24, 2020 - PHP
Simple Laravel Model Auditing
Developed an image classification model for Scones Unlimited to identify delivery vehicles (bicycles vs. motorcycles) to enhance routing and loading bay assignments, thereby optimizing operational efficiency.
mlops zoomcamp 2023 solutions
Projects Implemented for the Udacity Machine Learning DevOps Engineer Nanodegree Program
Jupyter notebook to explore your personal preference for drift tolerance based on the PSI metric
Repository for the paper "TrustLapse: An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring"
Image Classification on AWS SageMaker using Lambda Functions, Step Functions and Model Monitor
This repository contains the notes, practice and sample outputs, homeworks, etc, from DataTalks.Club's MLOps Zoomcamp 2024 Cohort
Learn how to handle model drift and perform test-based model monitoring
Notes, homeworks, and projects for MLOps Zoomcamp @ datatalks.club
Evidently AI in tracking, analyzing, and visualizing machine learning model performance and data drift ensure their reliability over time.
End-to-end AutoML based, price forecasting framework. All the tools and technologies used are open source.
Predict Customer Churn
Dataset shift with outlier scores
Production model monitoring and data profiling for machine learning workflows
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
Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.
Example projects for Arthur Model Monitoring Platform
fastapi + prometheus + grafana 💣
Aditi @ Building Production Grade LLMs - * Thank you AI community for visiting my repository - Stay tuned for awesome Dev-ops AI Learning Resources ** ** If you find the repository useful please give it a star - Thank you for visiting my repository - Happy Learning **
Add a description, image, and links to the model-monitoring topic page so that developers can more easily learn about it.
To associate your repository with the model-monitoring topic, visit your repo's landing page and select "manage topics."