https://github.com/polusai/examples
https://github.com/polusai/examples
Last synced: 5 months ago
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- Host: GitHub
- URL: https://github.com/polusai/examples
- Owner: PolusAI
- License: mit
- Created: 2022-06-21T18:06:53.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2024-01-11T19:25:27.000Z (over 2 years ago)
- Last Synced: 2025-06-14T23:05:56.221Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 6 MB
- Stars: 0
- Watchers: 3
- Forks: 9
- Open Issues: 5
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Polus AI Examples
This repository contains examples that run in Notebooks Hub. The examples are organized into two broad categories: Tutorials and Prototypes.
## Tutorials
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
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 |