Properties
Optional
auto_ assign_ features
auto_ assign_ features?: boolean
config
config: ModelConfiguration
cross_ validation_ options
cross_ validation_ options: CrossValidationOptions
Optional
dependent_ variables
dependent_ variables?: string []
Optional
dimension
dimension?: Dimensions
empty Object
empty Object: Datum
Optional
entity
entity?: Entity
forecast Dates
forecast Dates: Date []
get Timeseries Dimension
get Timeseries Dimension: timeseriesCalculation
Optional
independent_ variables
independent_ variables?: string []
Optional
input_ independent_ features
input_ independent_ features?: AutoFeature []
max_ evaluation_ outputs
max_ evaluation_ outputs: number
mock Encoded Data
mock Encoded Data: Data
original_ data_ test
original_ data_ test: Data
original_ data_ train
original_ data_ train: Data
Optional
output_ dependent_ features
output_ dependent_ features?: AutoFeature []
Optional
prediction_ inputs
prediction_ inputs?: Data
Optional
prediction_ inputs_ next_ value_ function
prediction_ inputs_ next_ value_ function?: ForecastPredictionInputNextValueFunction
prediction_ inputs_ next_ value_ functions
prediction_ inputs_ next_ value_ functions: GeneratedFunctionDefinitionsList
Optional
prediction_ options
prediction_ options?: PredictModelConfig
prediction_ timeseries_ date_ feature
prediction_ timeseries_ date_ feature: string
Optional
prediction_ timeseries_ date_ format
prediction_ timeseries_ date_ format?: string
prediction_ timeseries_ dimension_ feature
prediction_ timeseries_ dimension_ feature: string
Optional
prediction_ timeseries_ end_ date
prediction_ timeseries_ end_ date?: string | Date
Optional
prediction_ timeseries_ start_ date
prediction_ timeseries_ start_ date?: string | Date
prediction_ timeseries_ time_ zone
prediction_ timeseries_ time_ zone: string
preprocessing_ feature_ column_ options
preprocessing_ feature_ column_ options: DataSetTransform
removed Filterdtraining Data
removed Filterdtraining Data: Data
Optional
retrain_ forecast_ model_ with_ predictions
retrain_ forecast_ model_ with_ predictions?: boolean
status
status: ModelStatus
test Data Set
test Data Set: DataSet
train Data Set
train Data Set: DataSet
training Data
training Data: Data
Optional
training_ data_ filter_ function
training_ data_ filter_ function?: DataFilterFunction
Optional
training_ data_ filter_ function_ body
training_ data_ filter_ function_ body?: string
training_ feature_ column_ options
training_ feature_ column_ options: DataSetTransform
Optional
training_ model_ loss
training_ model_ loss?: number
training_ options
training_ options: TensorScriptOptions
training_ progress_ callback
training_ progress_ callback: TrainingProgressCallback
Optional
training_ size_ values
training_ size_ values?: number
use_ empty_ objects
use_ empty_ objects: boolean
use_ mock_ encoded_ data
use_ mock_ encoded_ data: boolean
use_ next_ value_ functions_ for_ training_ data
use_ next_ value_ functions_ for_ training_ data: boolean
use_ preprocessing_ on_ trainning_ data
use_ preprocessing_ on_ trainning_ data: boolean
validate_ training_ data
validate_ training_ data: boolean
x_ indep_ matrix_ test
x_ indep_ matrix_ test: Matrix
x_ indep_ matrix_ train
x_ indep_ matrix_ train: Matrix
x_ independent_ features
x_ independent_ features: string []
x_ raw_ independent_ features
x_ raw_ independent_ features: string []
y_ dep_ matrix_ test
y_ dep_ matrix_ test: Matrix
y_ dep_ matrix_ train
y_ dep_ matrix_ train: Matrix
y_ dependent_ labels
y_ dependent_ labels: string []
y_ raw_ dependent_ labels
y_ raw_ dependent_ labels: string []
Static
dimension
dimension: Dimensions
Static
prediction_ timeseries_ date_ feature
prediction_ timeseries_ date_ feature: string
Static
prediction_ timeseries_ date_ format
prediction_ timeseries_ date_ format: string
Static
prediction_ timeseries_ dimension_ feature
prediction_ timeseries_ dimension_ feature: string
Attempts to automatically figure out the time dimension of each date feature (hourly, daily, etc) and the format of the date property (e.g. JS Date Object, or ISO String, etc) from the dataset data