User Interface for Unified Data Science Platform Including Management of Models, Experiments, Data Sets, Projects, Actions and Features
First Claim
Patent Images
1. A method comprising:
- generating, using one or more processors, a data import interface for presentation to a user, the data import interface including a first set of one or more graphical elements that receive user interaction defining a dataset to be imported;
generating, using the one or more processors, a machine learning model creation interface for presentation to the user, the machine learning model creation interface including a second set of one or more graphical elements that receive user interaction defining a model to be generated;
generating, using the one or more processors, a model testing interface for presentation to the user, the model testing interface including a third set of one or more graphical elements defining a model to be tested and a test dataset; and
generating, using the one or more processors, a results interface for presentation to the user, the results interface including a fourth set of graphical elements informing the user of results obtained by testing the model to be tested with the test dataset.
4 Assignments
0 Petitions
Accused Products
Abstract
A system and method for providing various user interfaces is disclosed. In one embodiment, the various user interfaces include a series of user interfaces that guide a user through the machine learning process. In one embodiment, the various user interfaces are associated with a unified, project-based data scientist workspace to visually prepare, build, deploy, visualize and manage models, their results and datasets.
-
Citations
20 Claims
-
1. A method comprising:
-
generating, using one or more processors, a data import interface for presentation to a user, the data import interface including a first set of one or more graphical elements that receive user interaction defining a dataset to be imported; generating, using the one or more processors, a machine learning model creation interface for presentation to the user, the machine learning model creation interface including a second set of one or more graphical elements that receive user interaction defining a model to be generated; generating, using the one or more processors, a model testing interface for presentation to the user, the model testing interface including a third set of one or more graphical elements defining a model to be tested and a test dataset; and generating, using the one or more processors, a results interface for presentation to the user, the results interface including a fourth set of graphical elements informing the user of results obtained by testing the model to be tested with the test dataset. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
-
-
10. A system comprising:
-
one or more processors; and a memory including instructions that, when executed by the one or more processors, cause the system to; generate a data import interface for presentation to a user, the data import interface including a first set of one or more graphical elements that receive user interaction defining a dataset to be imported; generate a machine learning model creation interface for presentation to the user, the machine learning model creation interface including a second set of one or more graphical elements that receive user interaction defining a model to be generated; generate a model testing interface for presentation to the user, the model testing interface including a third set of one or more graphical elements defining a model to be tested and a test dataset; and generate a results interface for presentation to the user, the results interface including a fourth set of graphical elements informing the user of results obtained by testing the model to be tested with the test dataset. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
-
-
19. A system comprising:
-
one or more processors; and a memory including instructions that, when executed by the one or more processors, cause the system to; generate a user interface associated with a machine learning project for presentation to a user, the user interface including a first graphical element, a second graphical element, a third graphical element, and a fourth graphical element, a data import interface for presentation to a user, wherein the first, second, third and fourth graphical elements are user selectable and a first portion of the user interface is modified based on which graphical element the user selects, the first, second, third and fourth graphical elements presented in a second portion of the user interface and the presentation of the first, second, third and fourth graphical elements is persistent regardless of which graphical element is selected except a selected graphical element is visually differentiated as the selected graphical element, the first graphical element associated with datasets for the machine learning project, and, when selected, the first portion of the user interface is modified to present a table of any datasets associated with the machine learning project and the first portion includes a graphical element to import a dataset, the second graphical element associated with models for the machine learning project, and, when selected, the first portion of the user interface is modified to present a table of any models associated with the machine learning project and the first portion includes a graphical element to create a new model, the third graphical element associated with results for the machine learning project, and, when selected, the first portion of the user interface is modified to present a table of any result sets associated with the machine learning project and the first portion includes a graphical element to create new results, and the fourth graphical element associated with plots for the machine learning project, and, when selected, the first portion of the user interface is modified to present any plots associated with the machine learning project and the first portion includes a graphical element to create a plot. - View Dependent Claims (20)
-
Specification