API Documentation¶
Full API documentation of the lookoutequipment Python package.
Schema¶
|
Generates a data schema compatible for Lookout for Equipment from a local directory |
Generates a data schema compatible for Lookout for Equipment from an S3 directory |
|
|
Generates a JSON formatted string from a dictionary |
Datasets¶
|
List all the Lookout for Equipment datasets available in this account. |
|
This function can be used to download example datasets to run Amazon Lookout for Equipment on. |
|
Upload a local dataset to S3. |
|
This function prepares sequence of data suitable as input for an inference scheduler. |
|
Generates inference input data from the training data to test a scheduler that would be configured for a model trained with this dataset. |
|
A class to manage Lookout for Equipment datasets |
Models¶
|
List all the models available in the current account |
|
A class to manage Lookout for Equipment models |
Evaluation¶
A class to manage Lookout for Equipment result analysis |
Scheduler¶
Plot¶
|
Takes two timeseries and plot a histogram showing their respective distribution of values |
|
Plot a horizontal bar chart with the feature importance of each signal that contributes to the event passed as an argument. |
|
Plot a range with either labelled or predicted events as a filled area positionned under the timeseries data. |
|
A class to manage time series visualization along with labels and detected events |