model-monitoring
There are 44 repositories under model-monitoring topic.
DataTalksClub/mlops-zoomcamp
Free MLOps course from DataTalks.Club
evidentlyai/evidently
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
Giskard-AI/giskard
🐢 Open-Source Evaluation & Testing for LLMs and ML models
deepchecks/deepchecks
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
Arize-ai/phoenix
AI Observability & Evaluation
NannyML/nannyml
nannyml: post-deployment data science in python
traceloop/openllmetry
Open-source observability for your LLM application, based on OpenTelemetry
traceloop/openllmetry-js
Sister project to OpenLLMetry, but in Typescript. Open-source observability for your LLM application, based on OpenTelemetry
MAIF/eurybia
⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
squaredev-io/whitebox
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
NimbleBoxAI/nbox
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
aws-samples/amazon-sagemaker-mlops-workshop
MLOps workshop with Amazon SageMaker
aporia-ai/inferencedb
🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)
VectorInstitute/cyclops
Toolkit for evaluating and monitoring AI models in clinical settings
evidentlyai/ml_observability_course
Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.
rstudio/vetiver-python
Version, share, deploy, and monitor models.
awesome-mlops/awesome-ml-monitoring
A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀
Arize-ai/client_python
A python library to send data to Arize AI!
jomariya23156/full-stack-on-prem-cv-mlops
"1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data versioning to Model monitoring and drift detection.
prabhuomkar/bitbeast
Experiments with Model Training, Deployment & Monitoring
katonic-dev/explainit
A modern, enterprise-ready business intelligence web application
JakobLS/mlops-credit-risk
MLOps for deploying a Credit Risk model
OLAMIDE100/Capstone-Project-Mlops-ZoomCamp
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.
basirati/model_monitoring
Model Monitoring using Prometheus and Grafana
Ezzaldin97/Batch-Serving-ML-Pipeline
create a robust, simple, effecient, and modern end to end ML Batch Serving Pipeline Using set of modern open-source/free Platforms/Tools
Arize-ai/client_java
Java client to interact with Arize API
awesome-mlops/awesome-mlops-kubernetes
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 🚀
cmigpereira/mlops-zoomcamp-project
Repo for my MLOps Zoomcamp project
aditikhare007/Building-Production-Grade-LLMs
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 **
arthur-ai/arthur-sandbox
Example projects for Arthur Model Monitoring Platform
NewronAI/newron-sdk
Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.
silverstone1903/reco-model-monitoring
fastapi + prometheus + grafana 💣
aimlnerd/database-visualizer-tool
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
vathymut/dsos
Dataset shift with outlier scores
ashkan-mokarian/mlops-zoomcamp
Notes, homeworks, and projects for MLOps Zoomcamp @ datatalks.club