Integrations

3LC provides integrations with several machine-learning frameworks and libraries. These integrations make it easy to modify existing notebooks and Python scripts so that they can interact with 3LC. Most projects will only use a few of these integrations.

• PyTorch
• Hugging Face
• Detectron2
• YOLOv5
• YOLO
• SuperGradients
• PyTorch Lightning

Python Dependencies for Integrations

The 3LC wheel does not formally depend on packages that the integrations themselves import, but rather declares them as optional dependencies. So, installing 3lc will not automatically install integration dependencies. Instead, it is up to the end-user to ensure that the relevant packages are installed in the Python environment before attempting to use a 3LC integration that depends on them.