machine-learning⏱5 minutes
Get Started with Alibi Detect
Quick Summary
“Algorithms for outlier, adversarial, and drift detection.”
Best for: Data scientists monitoring model drift
Time to first integration: 5 minutes
📋Prerequisites
- ✓Node.js 18+ installed
- ✓A Alibi Detect account — sign up here
- ✓An existing project (Next.js, React, or Node.js recommended)
Setup Steps
2 steps1
1
Install Alibi Detect
Use pip to install Alibi Detect
bash
pip install alibi-detect2
2
Import library
Import the necessary modules in your Jupyter Notebook
python
from alibi_detect.od import OutlierVAECommon Gotchas
Watch out for these issues in your first week.
Compatibility issues with certain Python versions
Fix: Ensure Python version is compatible with Alibi Detect requirements
Related Guides
Setting up a full stack? Check out these complementary guides.