⚡ Real-time CO₂, Energy, CPU/GPU Utilization & Hardware Recommendations directly inside Jupyter Notebook.
📦 pip install ecoml → 1 line activation → Live performance + emissions pills in output
Every time you run a Jupyter cell, EcoML automatically:
✔ Measures CPU & GPU usage
✔ Estimates energy (kWh) & CO₂ (grams)
✔ Gives an Eco Score (0-100)
✔ Detects bottlenecks (CPU/GPU mismatch, overheating, idle GPU etc.)
✔ Logs all runs to CSV for dashboards
✔ Shows insights pills inline inside the output cell
pip install ecoml
for google colab
!pip install ecoml
from ecoml import enable_tracking
enable_tracking()
Now you can use it in any Python Notebook (ipynb) file.