Nexosis

GRATIS
Por Igor Zakutynsky | Actualizada hace 8 meses | Machine Learning

Descripción general de Nexosis

Seguidores: 6
Recursos:
Sitio web del producto
Creador de la API:
avatar
Igor Zakutynsky
zakutynsky
Calificar la API:
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LÉAME

Machine Learning for Developers.

Nexosis Package

Machine Learning for Developers.

How to get credentials:

  1. Sign in developers.nexosis.com.
  2. Navigate to developer page.
  3. Create new application.

Custom datatypes:

Datatype Description Example
Datepicker String which includes date and time
Map String which includes latitude and longitude coma separated
List Simple array
Select String with predefined values
Array Array of objects

Nexosis.addDataToDataset

This operation creates a new dataset with the specified rows, or if the dataset already exists, adds rows to the dataset. If the specified data contains records with timestamps that already exist in the dataset, those records will be overwritten.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
dataSetName String Name of the dataset to which to add data.

Nexosis.deleteDataFromDataset

If a date range is specified, then only data in that date range is removed from the dataset. Otherwise, all data is removed from the dataset.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
dataSetName String Name of the dataset from which to remove data
startDate DatePicker Format - date-time (as date-time in ISO8601). Limits data removed to those on or after the specified date.
endDate DatePicker Format - date-time (as date-time in ISO8601). Limits data removed to those on or before the specified date.
cascade Select Options for cascading the delete. When cascade=forecast, also deletes forecasts for the dataset. When cascade=sessions, also deletes sessions associated with the dataset. If start and/or end date are supplied, sessions requested in that date range are deleted.

Nexosis.getAllDatasets

Gets the list of datasets that have been uploaded.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
partialName String Limits results to only those datasets with names containing the specified value.
page Number Format - int32. Zero-based page number of datasets to retrieve.
pageSize Number Format - int32. Count of datasets to retrieve in each page (max 1000).

Nexosis.getSingleDataset

Gets the data for a particular dataset.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
dataSetName String Name of the dataset for which to retrieve data.
startDate DatePicker Format - date-time (as date-time in ISO8601). Limits data removed to those on or after the specified date.
endDate DatePicker Format - date-time (as date-time in ISO8601). Limits data removed to those on or before the specified date.
page Number Format - int32. Zero-based page number of datasets to retrieve.
pageSize Number Format - int32. Count of datasets to retrieve in each page (max 1000).
include List Limits results to the specified columns.

Nexosis.importFromS3

Import data into Axon from a file on S3.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
dataSetName String Name of the dataset.
bucket String S3 bucket.
path String S3 path.
region String Bucket region.

Nexosis.getAllImports

Gets the list of imports that have been created for the company associated with your account.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
dataSetName String Limits imports to those for a particular dataset.
requestedAfterDate DatePicker Format - date-time (as date-time in ISO8601). Limits imports to those requested on or after the specified date.
requestedBeforeDate DatePicker Format - date-time (as date-time in ISO8601). Limits imports to those requested on or before the specified date.
page Number Format - int32. Zero-based page number of datasets to retrieve.
pageSize Number Format - int32. Count of datasets to retrieve in each page (max 1000).

Nexosis.getSingleImport

Retrieve information about request to import data into Axon.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
importId String Format - uuid. The Id of the Import.

Nexosis.createForecastSession

Forecast sessions are used to predict future values for a dataset. To create a forecast session, specify the dataset to forecast, as well as the start and end dates of the forecast period. The Nexosis API will execute a series of machine learning algorithms to approximate future values for the dataset. The forecast start date should be on the same day as (or before) the last date in the dataset. If there is a gap between your forecast start date and the date of the last record in your data set, the Nexosis API will behave as if there is no gap.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
dataSetName String Name of the dataset to forecast.
targetColumn String Column in the specified dataset to forecast.
startDate datePicker Format - date-time (as date-time in ISO8601). First date to forecast.
endDate datePicker Format - date-time (as date-time in ISO8601). Last date to forecast.
resultInterval Select The interval at which predictions should be generated. Possible values are Hour, Day, Week, Month, and Year. Defaults to Day.
callbackUrl String The Webhook url that will receive updates when the Session status changes. If you provide a callback url, your response will contain a header named Nexosis - Webhook - Token.You will receive this same header in the request message to your Webhook,which you can use to validate that the message came from Nexosis.
isEstimate Boolean If specified, the session will not be processed. The returned Nexosis-Request-Cost header will be populated with the estimated cost that the request would have incurred.

Nexosis.createImpactSession

Impact sessions are used to determine the impact of a particular event on a dataset. For example, a sale at a restaurant may impact daily sales or customer counts.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
dataSetName String Name of the dataset for which to determine impact.
targetColumn String Column in the specified dataset for which to determine impact.
eventName String Name of the event for which to determine impact.
resultInterval Select The interval at which predictions should be generated. Possible values are Hour, Day, Week, Month, and Year. Defaults to Day.
startDate datePicker Format - date-time (as date-time in ISO8601). First date of the event.
endDate datePicker Format - date-time (as date-time in ISO8601). Last date of the event.
callbackUrl String The Webhook url that will receive updates when the Session status changes
isEstimate Boolean If specified, the session will not be processed. The returned Nexosis-Request-Cost header will be populated with the estimated cost that the request would have incurred.

Nexosis.deleteSession

Removes a single session from your account.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
sessionId String Format - uuid. The Id of the session to delete.

Nexosis.deleteAllSession

Removes Sessions from your account.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
type Select The type of session to be deleted (Forecast or Impact).
dataSetName String Limits sessions to those for a particular dataset.
eventName String Limits impact sessions to those for a particular event.
requestedAfterDate String Format - date-time (as date-time in ISO8601). Limits sessions to those requested on or after the specified date.
requestedBeforeDate String Format - date-time (as date-time in ISO8601). Limits sessions to those requested on or before the specified date.

Nexosis.getAllSession

Gets the list of sessions that have been created for the company associated with your account.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
dataSetName String Limits sessions to those for a particular dataset.
eventName String Limits impact sessions to those for a particular event.
requestedAfterDate String Format - date-time (as date-time in ISO8601). Limits sessions to those requested on or after the specified date.
requestedBeforeDate String Format - date-time (as date-time in ISO8601). Limits sessions to those requested on or before the specified date.
page Number Format - int32. Zero-based page number of sessions to retrieve.
pageSize Number Format - int32. Count of sessions to retrieve in each page (max 1000).

Nexosis.getSessionResult

Gets the forecast or impact results of a particular session

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
sessionId String Format - uuid. Session identifier for which to retrieve results.

Nexosis.getSingleSession

Gets the forecast or impact results of a particular session

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
sessionId String Format - uuid. Session identifier of the session to retrieve.

Nexosis.getSessionStatus

The response to this endpoint adds a nexosis-session-status HTTP response header indicating the completion status of the session.

Field Type Description
apiKey credentials Subscription key which provides access to this API. Found in your Profile.
sessionId String Format - uuid. Session identifier of the session to retrieve.
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