This repository contains examples that run in Notebooks Hub. The examples are organized into two broad categories: Tutorials and Prototypes.
Tutorials demonstrate the capabilities of different libraries (i.e. GPU libraries) and application types (i.e. Voila, Streamlit, R Shiny, etc.) through toy examples. The tutorials are organized into the following subdirectories:
| Collection | Description |
|---|---|
CuPy |
CuPy example notebooks |
dataviz |
Data visualization examples |
FastAI |
FastAI example notebooks |
JAX |
JAX example notebooks |
Numba |
Numba example notebooks |
Pytorch |
Pytorch example notebooks |
Tensorflow |
Tensorflow example notebooks |
polyglot |
Examples demonstrating polyglot capabilities of Polus Notebook |
shiny |
R Shiny examples |
streamlit |
Streamlit examples |
dash |
Dash examples |
Prototypes are larger scale real world projects built by Polus Team.
| Subdirectory | Description |
|---|---|
aics-classic-seg-notebooks |
AICS Classic Segmentation |
biogpt |
BioGPT: Generative pre-trained transformer for biomedical text generation and mining |
pipelines |
Eastman analysis and visualization pipelines |
polus-csv-viewer-prototype |
CSV Viewer |
polus-image-collection-preview-prototype |
Image Collection Preview |
polus-neuroglancer-viewer-prototype |
Neuroglancer Viewer |
polus-flatfield-comparison-streamlit |
Flat-Field Correction Comparison |
polus-stroke-predictor |
Stroke predictor using Random Forest |