hyperopt/nextflow_schema.json at master · nextflow-io/hyperopt · GitHub

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{
  "$schema": "http://json-schema.org/draft-07/schema",
  "$id": "https://raw.githubusercontent.com/nextflow-io/hyperopt/master/nextflow_schema.json",
  "title": "hyperopt pipeline parameters",
  "description": "Proof-of-concept pipeline for training and evaluating machine learning models with Nextflow. Not all parameters are included in this schema, refer to the nextflow.config for more details.",
  "type": "object",
  "definitions": {
      "pipeline_options": {
          "title": "Pipeline options",
          "type": "object",
          "description": "",
          "default": "",
          "fa_icon": "fas fa-terminal",
          "properties": {
              "fetch_datasets": {
                  "type": "string",
                  "description": "Comma-separated list of datasets to fetch from OpenML",
                  "default": "wdbc",
                  "fa_icon": "fas fa-file-csv"
              },
              "train_test_splits": {
                  "type": "string",
                  "format": "file-path",
                  "description": "Index file of train/test splits to use for evaluation",
                  "fa_icon": "fas fa-file-csv"
              },
              "train_models": {
                  "type": "string",
                  "description": "Comma-separated list of model types to train and evaluate (any of: dummy,gb,lr,mlp,rf)",
                  "default": "dummy,gb,lr,mlp,rf",
                  "fa_icon": "fas fa-dumbbell"
              },
              "pretrained_models": {
                  "type": "string",
                  "format": "file-path",
                  "description": "Index file of pre-trained models to evaluate",
                  "fa_icon": "fas fa-dumbbell"
              }
          }
      }
  },
  "allOf": [
      {
          "$ref": "#/definitions/pipeline_options"
      }
  ]
}