Simple Laravel Model Auditing
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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.
Learn how to handle model drift and perform test-based model monitoring
mlops zoomcamp 2023 solutions
Projects Implemented for the Udacity Machine Learning DevOps Engineer Nanodegree Program
fastapi + prometheus + grafana 💣
Java client to interact with Arize API
Jupyter notebook to explore your personal preference for drift tolerance based on the PSI metric
End-to-end AutoML based, price forecasting framework. All the tools and technologies used are open source.
Repository for the paper "TrustLapse: An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring"
Production model monitoring and data profiling for machine learning workflows
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 **
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.
Predict Customer Churn
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
This repository contains the notes, practice and sample outputs, homeworks, etc, from DataTalks.Club's MLOps Zoomcamp 2024 Cohort
Repo for my MLOps Zoomcamp project
Dataset shift with outlier scores
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