matryoshka-saes/tree.schema.json at main · noanabeshima/matryoshka-saes · GitHub

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{
    "$schema": "http://json-schema.org/draft-04/schema#",
    "title": "tree",
    "description": "Feature tree",
    "type": "object",
    "properties": {
        "active_prob": {
            "description": "Probability this feature is active conditional on its parent being active",
            "type": "number",
            "minimum": 0,
            "maximum": 1
        },
        "id": {
            "description": "Feature name",
            "type": "string"
        },
        "mutually_exclusive_children": {
            "description": "Are the feature's children mutually exclusive?",
            "type": "boolean",
            "default": false
        },
        "is_binary": {
            "description": "Is this feature binary?",
            "type": "boolean",
            "default": true
        },
        "is_read_out": {
            "description": "Is this feature read-out?",
            "type": "boolean",
            "default": true
        },
        "children": {
            "description": "Child features",
            "type": "array",
            "items": {
                "$ref": "#/definitions/tree"
            },
            "default": []
        }
    },
    "required": [
        "active_prob"
    ],
    "additionalProperties": false,
    "definitions": {
        "tree": {
            "$ref": "#"
        }
    }
}