Installation¶
Quick Installation¶
bash
pip install tracelet
bash
uv add tracelet
bash
conda install -c conda-forge tracelet
Backend Dependencies¶
Tracelet supports multiple experiment tracking backends. Install the backend you want to use:
bash
pip install tracelet[mlflow]
# or
pip install mlflow
bash
pip install tracelet[clearml]
# or
pip install clearml
bash
pip install tracelet[wandb]
# or
pip install wandb
bash
pip install tracelet[aim]
# or
pip install aim
System Requirements¶
- Python 3.8+
- PyTorch (optional, for enhanced integrations)
- PyTorch Lightning (optional, for Lightning integration)
Development Installation¶
For development or to get the latest features:
git clone https://github.com/prassanna-ravishankar/tracelet.git
cd tracelet
uv pip install -e ".[dev,all]"
Verification¶
Verify your installation:
Next Steps¶
Choose your backend and follow the configuration guide: