pacmap_operator/operator.json at main · tercen/pacmap_operator · GitHub

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{
    "name": "PaCMAP operator",
    "description": "Performs PaCMAP dimensionality reduction on image data",
    "tags": ["dimensionality reduction", "machine learning", "visualization"],
    "authors": ["tercen"],
    "urls": ["https://github.com/tercen/pacmap_operator"],
    "container":"ghcr.io/tercen/pacmap_operator:main",
    "properties": [
        {
            "kind": "DoubleProperty",
            "name": "n_components",
            "defaultValue": 2.0,
            "description": "Number of dimensions in the embedding"
        },
        {
            "kind": "DoubleProperty",
            "name": "n_neighbors",
            "defaultValue": 10.0,
            "description": "Number of neighbors for the kNN graph"
        },
        {
            "kind": "DoubleProperty",
            "name": "MN_ratio",
            "defaultValue": 0.5,
            "description": "Ratio of mid-near pairs to be sampled"
        },
        {
            "kind": "DoubleProperty",
            "name": "FP_ratio",
            "defaultValue": 2.0,
            "description": "Ratio of further pairs to be sampled"
        }
    ]
}