> ## Documentation Index
> Fetch the complete documentation index at: https://docs.nx1cloud.com/llms.txt
> Use this file to discover all available pages before exploring further.

# List supported AutoML algorithms

> Catalog of supported algorithms for the wizard UI.

Each entry includes problem type, required / optional fields, the list
of presets available, and whether the algorithm template ships with a
SHAP explainability step.



## OpenAPI

````yaml get /api/automl/algorithms
openapi: 3.1.0
info:
  title: Nx1 AI API
  description: |

    AI API for Nx1 Data Platform Management and Automated Data Tasks.

    Authentication is required via PSK in Authorization header.

    Default PSK is | [ask a friend] |
  version: 0.10.2
servers: []
security: []
paths:
  /api/automl/algorithms:
    get:
      tags:
        - AutoML Training
      summary: List supported AutoML algorithms
      description: |-
        Catalog of supported algorithms for the wizard UI.

        Each entry includes problem type, required / optional fields, the list
        of presets available, and whether the algorithm template ships with a
        SHAP explainability step.
      operationId: list_algorithms_api_automl_algorithms_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AlgorithmsCatalogResponse'
      security:
        - OAuth2AuthorizationCodeBearer: []
        - APIKeyHeader: []
components:
  schemas:
    AlgorithmsCatalogResponse:
      properties:
        algorithms:
          items:
            $ref: '#/components/schemas/AlgorithmInfo'
          type: array
          title: Algorithms
      type: object
      required:
        - algorithms
      title: AlgorithmsCatalogResponse
    AlgorithmInfo:
      properties:
        name:
          $ref: '#/components/schemas/AutoMLAlgorithm'
        problem_type:
          $ref: '#/components/schemas/ProblemType'
        required_fields:
          items:
            type: string
          type: array
          title: Required Fields
        optional_fields:
          items:
            type: string
          type: array
          title: Optional Fields
        presets:
          items:
            $ref: '#/components/schemas/Preset'
          type: array
          title: Presets
        supports_shap:
          type: boolean
          title: Supports Shap
      type: object
      required:
        - name
        - problem_type
        - required_fields
        - optional_fields
        - presets
        - supports_shap
      title: AlgorithmInfo
      description: Catalog entry for the /algorithms endpoint, used by the wizard UI.
    AutoMLAlgorithm:
      type: string
      enum:
        - lightgbm_classifier
        - lightgbm_regressor
        - lightgbm_ranker
        - xgboost_classifier
        - xgboost_regressor
        - xgboost_ranker
        - isolation_forest
        - vw_classifier
        - vw_regressor
        - vw_contextual_bandit
      title: AutoMLAlgorithm
      description: Supported AutoML algorithms.
    ProblemType:
      type: string
      enum:
        - binary_classification
        - multiclass_classification
        - regression
        - ranking
        - anomaly_detection
        - contextual_bandit
      title: ProblemType
      description: Supervised / unsupervised problem categories.
    Preset:
      type: string
      enum:
        - fast
        - balanced
        - best_quality
      title: Preset
      description: Tuning presets shared across algorithms.
  securitySchemes:
    OAuth2AuthorizationCodeBearer:
      type: oauth2
      flows:
        authorizationCode:
          scopes: {}
          authorizationUrl: >-
            https://sso-rapid.rapid.nx1cloud.com/realms/rapid/protocol/openid-connect/auth
          tokenUrl: >-
            https://sso-rapid.rapid.nx1cloud.com/realms/rapid/protocol/openid-connect/token
    APIKeyHeader:
      type: apiKey
      in: header
      name: Authorization-PSK

````