Tech Stack - Githubissues

ncfrey / rheed-viz

Database, dimensionality reduction, and visualization dashboard for RHEED data

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Tech Stack #2

Open ncfrey opened 2 years ago

ncfrey commented 2 years ago

Putting out ideas for the tech stack for the app. Please add any other ideas, these are just the frameworks that I'm most familiar with (or required by hackathon)!

Database

Molar (https://github.com/aspuru-guzik-group/molar)

Frontend

Streamlit

Model and dataset hosting

🤗 spaces (https://huggingface.co/blog/streamlit-spaces)

Deep learning backend

PyTorch

ML

Sklearn
UMAP

Visualization

Plotly