Comments (2)
In terms of data creation, its currently done by a hacky script, so changing that into more of a class and with different preprocessing options from the raw data would also be quite helpful. As part of this, splitting up the SatFlowDataset
to be a set of smaller, more modular datasets would also be good, as for now its pretty messy and somewhat hard to follow exactly what's happening with the preprocessing, etc.
from satflow.
Also, should add tests for the datasets along with the #30 for CI of dataloading
from satflow.
Related Issues (20)
- Simulated Optical Flow using real clouds HOT 6
- Split out Skillful Nowcasting GAN, MetNet, and PerceiverIO models into own repos HOT 6
- Create output video visualizations HOT 4
- Split out base utils along with predict_pv_yield's HOT 2
- Format docstrings so they pass `pydocstyle`'s criteria HOT 2
- Update Perceiver and MetNet to use NWP data + other Nowcasting Dataset data HOT 1
- Pretrain on data from Weather4cast HOT 4
- Add Joint Model HOT 2
- Add CI/CD Model Runs HOT 2
- New paper: SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss HOT 1
- clarify development status HOT 2
- New paper: PolyViT HOT 2
- error: package directory 'satflow/data' does not exist HOT 2
- New Paper: RETRO HOT 1
- New Paper: Transformer Uncertainty Estimation with Hierarchical Stochastic Attention HOT 2
- New Paper: Data2Vec
- VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning
- Similar Datasets HOT 1
- document loss
- document loss
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