{
  "arguments": {
    "data_x": {
      "type_value": "Array",
      "description": "Predictor variable"
    },
    "data_y": {
      "type_value": "Array",
      "description": "Target variable"
    },
    "k": {
      "type_value": "Integer",
      "default_python": "None",
      "default_rust": "None",
      "description": "Number of matchings. Memory usage is quadratic in K."
    },
    "lower_slope": {
      "type_value": "Array",
      "default_python": "None",
      "default_rust": "None",
      "description": "Estimated minimum possible value of the slope."
    },
    "upper_slope": {
      "type_value": "Array",
      "default_python": "None",
      "default_rust": "None",
      "description": "Estimated maximum possible value of the slope."
    },
    "lower_intercept": {
      "type_value": "Array",
      "default_python": "None",
      "default_rust": "None",
      "description": "Estimated minimum possible value of the intercept."
    },
    "upper_intercept": {
      "type_value": "Array",
      "default_python": "None",
      "default_rust": "None",
      "description": "Estimated maximum possible value of the intercept."
    }
  },
  "id": "DPLinearRegression",
  "name": "dp_linear_regression",
  "options": {
    "implementation": {
      "type_proto": "string",
      "type_rust": "String",
      "default_python": "\"theil-sen-k-match\"",
      "default_rust": "String::from(\"theil-sen-k-match\")",
      "description": "Theil-Sen implementation to use. One of [`theil-sen`, `theil-sen-k-match`]"
    },
    "privacy_usage": {
      "type_proto": "repeated PrivacyUsage",
      "type_rust": "Vec<proto::PrivacyUsage>",
      "default_python": "None",
      "description": "Object describing the type and amount of privacy to be used for the mechanism release."
    }
  },
  "return": {
    "type_value": "Array",
    "description": "Differentially private estimate of the slope and intercept of the line fit to the data."
  },
  "description": "Returns differentially private estimates of the slope and intercept.",
  "proto_id": 67
}