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Registry
Model Catalog
Every integrated model is discovered from the shared manifest and exposed through a common registry API for rendering, validation, and runtime orchestration.
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BayesPrism
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DECODE
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MuSiC
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Redeconv
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CARD
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Redeconve
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Robust Cell Type Decomposition
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SpatialDecon
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STdeconvolve
Design Principle
The platform treats algorithm implementations as an external model collection. The web application does not import each research package directly; instead it resolves sanitized metadata from the registry and launches the selected runner through a shared adapter interface.
What The Registry Encodes
- Task compatibility, entrypoint wiring, and environment metadata.
- Required versus optional inputs, with default parameter values exposed to the UI.
- Expected outputs that are later standardized into task results and exports.