### Install CodeCarbon with pip

Source: https://mlco2.github.io/codecarbon

Install the CodeCarbon library using pip. This is the first step to start tracking emissions.

```bash
pip install codecarbon

```

--------------------------------

### Track Python code with EmissionsTracker

Source: https://mlco2.github.io/codecarbon

Use the EmissionsTracker as a context manager to track CO₂ emissions from your Python code. Ensure to start and stop the tracker to get the emissions data.

```python
from codecarbon import EmissionsTracker

tracker = EmissionsTracker()
tracker.start()

# Your code here

emissions = tracker.stop()
print(f"Emissions: {emissions} kg CO₂")

```

--------------------------------

### Detect hardware with codecarbon CLI

Source: https://mlco2.github.io/codecarbon

Use the CodeCarbon CLI to detect your hardware configuration for emissions tracking.

```bash
codecarbon detect

```

--------------------------------

### Track any command with codecarbon CLI

Source: https://mlco2.github.io/codecarbon

Monitor CO₂ emissions for any command using the CodeCarbon CLI. The --no-api flag can be used to disable API calls.

```bash
codecarbon monitor --no-api -- python train.py

```

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