Example Notebooks

These notebooks illustrate how to use 3LC with well known ML models and datasets.

Access the source notebooks in our public GitHub repository: https://github.com/3lc-ai/notebook-examples.

Alternatively, clone the repository using the command below:

git clone https://github.com/3lc-ai/notebook-examples.git

This repository contains also data required to run the notebooks.

• MNIST
• CIFAR-10
• Detectron2 Balloons
• Detectron2 COCO128
• Hugging Face IMDb
• Hugging Face fine-tuning
• Hugging Face CIFAR-100 Embeddings
• PyTorch Lightning SegFormer
• Bounding Box Notebooks
  • Per Bounding Box Metrics
  • Train a Classifier on Bounding Boxes
  • Add Per Bounding Box Embeddings
• Write Your Own Table