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aerostratospheric/msds-open-models

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Model Card

Aerostratospheric open scientific models (hub index)

Publisher: Aerostratospheric · Casey, Illinois Role: Lightweight index / hub card pointing at the open sklearn suites — not a single bundled checkpoint.

This repo is a navigation surface. Load weights from the linked model repos (each ships models/*.joblib + config.json + metrics.json).

Model map

ModelRoleIntended retrain (UTC)
uogw-scientific-suiteAnomaly / thermal / heat-index / Casey / precip / heat-stress~12:00
uogw-weather-forecastMulti-horizon Casey / UOGW surface forecast heads~12:15
uogw-tornado-trendsSPC climatology + Midwest trend research~12:30
gir-open-tier-suiteOpen-tier public hazard helpers~20:00

Index metadata last aligned with suite train stamp 2026-09-18; hub package re-touched 2026-09-23 (Lewis sync). Weights were not re-trained on 2026-09-23.

What this hub is / is not

IsIs not
Open-science model directory for UOGW + GIROfficial forecast / warning authority
Pointers to public HF datasets and Git tipsClassified or restricted military tooling
Collaboration-friendly open-data framingAn in-kind ask or pad-invite channel

How to use

Prefer the per-suite cards. Pattern:

python
from huggingface_hub import snapshot_download
from pathlib import Path
import json, joblib

root = Path(snapshot_download("aerostratospheric/uogw-scientific-suite"))
cfg = json.loads((root / "config.json").read_text())
model = joblib.load(root / "models" / f"{cfg['heads'][0]}.joblib")

Companion datasets: `uogw`, `gir`, `casey-openmeteo-hourly`, `spc-tornado-history`.

Freshness (2026-09-23 CT)

From Lewis hub sync (~1:30 PM CT):

  • —Datasets aerostratospheric/uogw + gir synced 2026-09-23T18:29:53Z
  • —Ground KILCASEY47: hub overlay ~2026-09-23 12:05 CT
  • —Radiation gmc-800/latest.json: still 2026-09-16 (ingest gap — not live)
  • —These model packages: metadata / FRESHNESS.md re-touch only

Links

  • —Site: https://midwestsds.com
  • —UOGW Git: https://github.com/Midwest-Stratospheric/Unified-Open-Global-Weather
  • —Intro call: https://calendly.com/aerostratospheric/15min

Flights: private science / awareness. Open-tier GIR only — never classified access.

Citation

Aerostratospheric / Midwest Stratospheric Data Systems (2026).
Open scientific models hub index.
https://huggingface.co/aerostratospheric/msds-open-models