Create Model

Create a forecast model.

Create Model

post

Authorizations

Body

namestring · min: 1Required

Name for the forecast model.

external_idstring · min: 1Optional

External identifier for the forecast model. If you have an ID for the location/store/property/product-group in your other platforms, use the same ID here to easily connect this specific forecast model.

forecast_windowstring · enumOptional

Number of days into the future to forecast.

Possible values:

labelstring[] · min: 1Optional

Set of labels you can use to better identify or group your forecast models.

algostring · enumOptional

Currently we offer one algorithm based on XGBoost. In the future we may offer additional algos.

Default: phq-xgboostPossible values:

Responses

201

Successful Response

application/json

422

Validation Error

application/json

post

HTTPcURLJavaScriptPython

POST /v1/forecasts/models HTTP/1.1
Host: api.predicthq.com
Authorization: Bearer $API_KEY
Content-Type: application/json
Accept: */*
Content-Length: 197

{
  "name": "text",
  "external_id": "text",
  "forecast_window": "1d",
  "label": [
    "text"
  ],
  "location": {
    "saved_location_id": "text"
  },
  "algo": "phq-xgboost",
  "demand_type": {
    "interval": "day",
    "industry": "accommodation"
  }
}

{
  "errors": [
    "text"
  ],
  "warnings": [
    "text"
  ],
  "model_id": "text"
}

OpenAPI Spec

The OpenAPI spec for Forecasts API can be found here.

Guides

• Getting Started with Forecasts API

• Understanding Forecast Accuracy Metrics

• Troubleshooting Guide for Forecasts API