🌱 EcoML – CO₂ + GPU Aware Machine Learning Tracker

⚡ 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

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🧠 What Does EcoML Do?

Every time you run a Jupyter cell, EcoML automatically:

✔ Monitors CPU and GPU utilization in real time . ✔ Estimates energy (kWh) & CO₂ (grams)
✔ Gives an Eco Score (0-100)
✔ Provides recommendations for resource-efficient model training ✔ Logs all runs to CSV for dashboards
✔ Shows insights pills inline inside the output cell

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🟢 Quick Start

1️⃣ Install

pip install ecoml

for google colab

!pip install ecoml

2️⃣ import

from ecoml import enable_tracking
enable_tracking()

Now you can use it in any Python Notebook (ipynb) file.