Galileo Examples

Notebook examples on using Galileo for various machine learning tasks.

LLM examples

Sequence to Sequence

Framework	Github	Colab
PyTorch (Encoder-Decoder model)	github link
Auto Logger	github link
Chat with Auto	github link
Integrate with API	github link

NLP examples

Text Classification

Framework	Github	Colab
HuggingFace	github link
PyTorch	github link
Keras	github link
TensorFlow	github link

Named Entity Recognition

Framework	Github	Colab
SpaCy	github link
SpaCy Inference	github link
TensorFlow	github link
PyTorch	github link
HuggingFace	github link

Natural Language Inference

Framework	Github	Colab
TensorFlow	github link
PyTorch	github link

Multilabel Text Classification

Framework	Github	Colab
PyTorch	github link
Tensorflow	github link

CV examples

Image Classification

Framework	Github	Colab
PyTorch (data in DataFrame) + inference	github link
PyTorch (data with ImageFolder) + inference	github link
PyTorch (data from HuggingFace)	github link

Object Detection

Framework	Github	Colab
Ultralytics (YOLOv8)	github link

Semantic Segmentation

Framework	Github	Colab
PyTorch	github link