Parameters
:add
Add data for dynamical system identification.
- Default value: nothing
- Accepted: nothing
- Method argument:
data - Example:
data(:add)
Mandatory parameters
path
Set path on local disk of the data to add.
- Default value: nothing
- Accepted: string
- Method argument:
data(:add, ...) - Example:
data(:add, path = "/home/...")
project_name
Set project name of the data to add.
- Default value: nothing
- Accepted: string
- Method argument:
data(:add, ...) - Example:
data(:add, project_name = "name")
name
Set the name of the data to add.
- Default value: nothing
- Accepted: string
- Method argument:
data(:add, ...) - Example:
data(:add, name = "name")
:io
Set a input output data pair for model identification.
- Default value: nothing
- Accepted: nothing
- Method argument:
data - Example:
data(:io, ...)
Mandatory parameters
inputs_data_name
Set the raw input data.
- Default value: nothing
- Accepted: string
- Method argument:
data(:io, ...) - Example:
data(:io, inputs_data_name = "raw_input")
outputs_data_name
Set the raw output data.
- Default value: nothing
- Accepted: string
- Method argument:
data(:io, ...) - Example:
data(:io, outputs_data_name = "raw_output")
project_name
Set project to create the io data.
- Default value: nothing
- Accepted: string
- Method argument:
data(:io, ...) - Example:
data(:io, project_name = "project")
data_name
Set the iodata to be referenced by the database and the filepath.
- Default value: nothing
- Accepted: string
- Method argument:
data(:io, ...) - Example:
data(:io, data_name = "io_data")
Optional parameters
n_delay
Set delay for deep time delay.
- Default value: 1
- Accepted: Integer
- Method argument:
data(:io, ...) - Example:
data(:io, n_delay = 1)
n_sequence
Set the required sequence length for a recurrent neural networks model. The n_sequence is a suite of samples. 
- Default value: nothing
- Accepted: Integer
- Method argument:
data(:io, ...) - Example:
data(:io, n_sequence = 64)
normalisation
Set data normalisation for data from 0 to 1.
- Default value: false
- Accepted: Boolean
- Method argument:
data(:io, ...) - Example:
data(:io, normalisation = false)
data_lower_input
Set a lower limit on input data.
- Default value: [-Inf]
- Accepted: vector
- Method argument:
data(:io, ...) - Example:
data(:io, data_lower_input = [0.2])
data_upper_input
Set a upper limit on input data
- Default value: [Inf]
- Accepted: vector
- Method argument:
data(:io, ...) - Example:
data(:io, data_upper_limit = [1.2])
data_lower_output
Set a lower limit on output data.
- Default value: [-Inf]
- Accepted: Vector
- Method argument:
data(:io, ...) - Example:
data(:io, data_lower_output = [0.2])
data_upper_output
Set a upper limit on output data.
- Default value: [Inf]
- Accepted: Vector
- Method argument:
data(:io, ...) - Example:
data(:io, data_upper_limit = [1.2])
data_type
Set type on data.
- Default value: Float64
- Accepted: Float32 or Float64
- Method argument:
data(:io, ...) - Example:
data(:io, data_type = Float64)
:ls
List the data that are available.
- Default value: nothing
- Accepted: nothing
- Method argument:
data - Example:
data(:ls; project_name = "...")
Mandatory parameters
project_name
Set project name of the data to list.
- Default value: nothing
- Accepted: string
- Method argument:
data(:ls, ...) - Example:
data(:ls, project_name = "name")
:rm
Remove data from a project.
- Default value: nothing
- Accepted: nothing
- Method argument:
data - Example:
data(:rm, project_name = "name")
Mandatory parameters
project_name
Set project name of the data to delete.
- Default value: nothing
- Accepted: string
- Method argument:
data(:rm, ...) - Example:
data(:rm, project_name = "name")
name
Set name of the data to delete.
- Default value: nothing
- Accepted: string
- Method argument:
data(:rm, ...) - Example:
data(:rm, name = "name")