Instructions to use aerostratospheric/msds-open-models with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use aerostratospheric/msds-open-models with Scikit-learn:
from huggingface_hub import hf_hub_download import joblib model = joblib.load( hf_hub_download("aerostratospheric/msds-open-models", "sklearn_model.joblib") ) # only load pickle files from sources you trust # read more about it here https://skops.readthedocs.io/en/stable/persistence.html - Notebooks
- Google Colab
- Kaggle
MSDS open models: looking for research and classroom collaborators
Hello from Aerostratospheric, an Illinois nonprofit in Olney and Casey, Illinois.
This card holds open models tied to our Midwest Stratospheric Data Systems work and the UOGW commons. We would like to hear from researchers, teachers, and open data builders who want to test them against the same public layers on our live board.
Live board: https://www.midwestsds.com/msds-data-hub.html
UOGW dataset: https://huggingface.co/datasets/aerostratospheric/uogw
Developer overview: https://midwestsds.com/contact/knowledgebase.php?article=93
How to cite: https://midwestsds.com/contact/knowledgebase.php?article=101
Collection: https://huggingface.co/collections/aerostratospheric/aerostratospheric-open-atmospheric-data
Flown archive (awareness only, from https://www.midwestsds.com/flights.html):
Sep 12, 2026 x1Albatross envelope check, flown burst 59,000 ft.
Sep 19, 2026 X2Griffon maiden, flown burst 90,356 ft (xFall2 reported landing, Vigo County, IN).
Private science missions vs public awareness: https://midwestsds.com/contact/knowledgebase.php?article=94
Data partnership and feedback welcome: space@aerostratospheric.com 路 https://calendly.com/aerostratospheric/15min
Disclosure: Posted by Aerostratospheric on our own model. Collaboration and data partnership only.