Principle:Evidentlyai Evidently Project Configuration
| Knowledge Sources | |
|---|---|
| Domains | ML_Monitoring, Infrastructure |
| Last Updated | 2026-02-14 12:00 GMT |
Overview
A project organization mechanism that groups related monitoring snapshots and dashboard configurations under a named entity.
Description
Project Configuration creates and configures monitoring projects within an Evidently Workspace. A Project serves as a named container for snapshots and dashboard panels, enabling organized multi-model or multi-pipeline monitoring.
Usage
Use after creating a Workspace and before adding snapshots or dashboard panels.
Theoretical Basis
Project configuration follows a container pattern where related monitoring artifacts are grouped:
# Pseudocode
project = workspace.add_project(name="Fraud Detector", description="Production fraud model")
project.dashboard.add_panel(...) # Configure visualization
workspace.add_run(project.id, snapshot) # Add monitoring data
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