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sevmag merged 2 commits into from
Aug 2, 2026
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README: component block diagram at the top #13

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README: block diagram of the components at the top
sevmag Aug 2, 2026
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README: simpler, larger component diagram
sevmag Aug 2, 2026
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8 changes: 8 additions & 0 deletions README.md
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Expand Up @@ -9,6 +9,14 @@ The first pretext task is **CURTAIN** (occupancy / light-front forecast). The
architecture is built so a new self-supervised method is a small plugin under
`pretext/`, reusing the data, backbone, and training engine unchanged.

```mermaid
flowchart LR
D["your data<br/>reader + geometry"] --> T["PretextTask<br/>e.g. CURTAIN"]
T --> B["Backbone<br/>e.g. DeepIce"]
B --> H["objective heads<br/>+ loss"]
H --> X["pretrained backbone<br/>for your fine tune"]
```

## 馃Л Philosophy
The core is framework-agnostic and fits neatly into plain PyTorch: it depends
only on torch, pytorch-lightning and numpy. Readers are ordinary indexable
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