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geocrop-platform.
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geocrop-platform./apps/worker
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fchinembiri 096ed9f76b
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feat: implement Spatio-Temporal Deep Learning pipeline for inference worker 
- Add hybrid PyTorch (TemporalFCN) + CatBoost ensemble logic in new hybrid_inference.py
- Update worker.py to support 'Hybrid' model type with artifact syncing from MinIO
- Integrate odc-stac for raw spectral index fetching from DE Africa STAC
- Update requirements.txt with torch, odc-stac, and rioxarray dependencies
- Include ntfy deployment in k8s manifests
 		2026-05-01 01:17:28 +02:00
..
__pycache__ Initial commit: Restructuring GeoCrop to Sovereign MLOps Platform 2026-04-23 22:02:12 +02:00
Dockerfile Initial commit: Restructuring GeoCrop to Sovereign MLOps Platform 2026-04-23 22:02:12 +02:00
cog.py Initial commit: Restructuring GeoCrop to Sovereign MLOps Platform 2026-04-23 22:02:12 +02:00
config.py Initial commit: Restructuring GeoCrop to Sovereign MLOps Platform 2026-04-23 22:02:12 +02:00
contracts.py Initial commit: Restructuring GeoCrop to Sovereign MLOps Platform 2026-04-23 22:02:12 +02:00
dw_baseline.py Initial commit: Restructuring GeoCrop to Sovereign MLOps Platform 2026-04-23 22:02:12 +02:00
feature_computation.py Initial commit: Restructuring GeoCrop to Sovereign MLOps Platform 2026-04-23 22:02:12 +02:00
features.py Initial commit: Restructuring GeoCrop to Sovereign MLOps Platform 2026-04-23 22:02:12 +02:00
hybrid_inference.py feat: implement Spatio-Temporal Deep Learning pipeline for inference worker 2026-05-01 01:17:28 +02:00
inference.py Initial commit: Restructuring GeoCrop to Sovereign MLOps Platform 2026-04-23 22:02:12 +02:00
postprocess.py Initial commit: Restructuring GeoCrop to Sovereign MLOps Platform 2026-04-23 22:02:12 +02:00
requirements.txt feat: implement Spatio-Temporal Deep Learning pipeline for inference worker 2026-05-01 01:17:28 +02:00
stac_client.py Initial commit: Restructuring GeoCrop to Sovereign MLOps Platform 2026-04-23 22:02:12 +02:00
storage.py Initial commit: Restructuring GeoCrop to Sovereign MLOps Platform 2026-04-23 22:02:12 +02:00
worker.py feat: implement Spatio-Temporal Deep Learning pipeline for inference worker 2026-05-01 01:17:28 +02:00