observability monitoring⏱10 minutes
Get Started with Aim
Quick Summary
“Open-source experiment tracker for machine learning projects.”
Best for: Small to medium-sized ML teams
Time to first integration: 10 minutes
📋Prerequisites
- ✓Node.js 18+ installed
- ✓A Aim account — sign up here
- ✓An existing project (Next.js, React, or Node.js recommended)
Setup Steps
3 steps1
1
Install Aim
Install Aim using pip.
bash
pip install aim2
2
Initialize Aim repository
Set up a new Aim repository to start tracking experiments.
bash
aim init3
3
Track experiments
Use Aim's Python API to log experiments.
python
import aim; run = aim.Run()Common Gotchas
Watch out for these issues in your first week.
Compatibility issues with older Python versions
Fix: Ensure Python version is 3.6 or higher.
High memory usage with large datasets
Fix: Optimize data logging and use efficient data structures.
Related Guides
Setting up a full stack? Check out these complementary guides.