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DataTalksClub/mlops-zoomcamp

A free MLOps course that covers machine learning model deployment and monitoring

14.3K
Stable
Jupyter Notebook
MLOps
Jupyter Notebook
#machine-learning#model-deployment#model-monitoring

evidentlyai/evidently

Evidently is an open-source ML and LLM observability framework to evaluate, test, and monitor AI-powered systems.

7.3K
Active
Jupyter Notebook
MLOps
Data Validation
Jupyter Notebook
#data-quality#data-validation#model-monitoring

traceloop/openllmetry

Open-source observability tool for GenAI and LLM applications, based on OpenTelemetry

6.9K
Active
Python
LLM Frameworks
Monitoring
Python
#llm#observability#monitoring

deepchecks/deepchecks

Deepchecks is an open-source solution for thorough testing of ML models and data from research to production.

4.0K
Stable
Python
ML Ops
Data Validation
Python
#machine-learning#data-validation#model-monitoring

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