公开(公告)号：US12033041B2

公开(公告)日：2024-07-09

申请号：US17896281

申请日：2022-08-26

Applicant: Databricks, Inc.

Inventor： Benjamin Thomas Wilson ,  Corey Zumar

IPC: G06N20/00 ,  G06F18/20 ,  G06F18/2132

CPC classification number: G06N20/00 ,  G06F18/21322 ,  G06F18/285 ,  G06F18/21326

Abstract: The present application discloses a method, system, and computer system for building a model associated with a dataset. The method includes receiving a data set, the dataset comprising a plurality of keys and a plurality of key-value relationships, determining a plurality of models to build based at least in part on the dataset, wherein determining the plurality of models to build comprises using the dataset format information to identify the plurality of models, building the plurality of models, and optimizing at least one of the plurality of models.

公开(公告)号：US20250061378A1

公开(公告)日：2025-02-20

申请号：US18738025

申请日：2024-06-09

Applicant: Databricks, Inc.

Inventor： Benjamin Thomas Wilson ,  Corey Zumar

IPC: G06N20/00 ,  G06F18/20 ,  G06F18/2132

Abstract: The present application discloses a method, system, and computer system for building a model associated with a dataset. The method includes receiving a data set, the dataset comprising a plurality of keys and a plurality of key-value relationships, determining a plurality of models to build based at least in part on the dataset, wherein determining the plurality of models to build comprises using the dataset format information to identify the plurality of models, building the plurality of models, and optimizing at least one of the plurality of models.

公开(公告)号：US20230244991A1

公开(公告)日：2023-08-03

申请号：US17896281

申请日：2022-08-26

Applicant: Databricks, Inc.

Inventor： Benjamin Thomas Wilson ,  Corey Zumar

IPC: G06N20/00 ,  G06K9/62

CPC classification number: G06N20/00 ,  G06K9/6227 ,  G06K9/6235 ,  G06K2009/6237

Abstract: The present application discloses a method, system, and computer system for building a model associated with a dataset. The method includes receiving a data set, the dataset comprising a plurality of keys and a plurality of key-value relationships, determining a plurality of models to build based at least in part on the dataset, wherein determining the plurality of models to build comprises using the dataset format information to identify the plurality of models, building the plurality of models, and optimizing at least one of the plurality of models.

公开(公告)号：US20230244982A1

公开(公告)日：2023-08-03

申请号：US17587793

申请日：2022-01-28

Applicant: Databricks Inc.

Inventor： Benjamin Thomas Wilson ,  Corey Zumar

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: The present application discloses a method, system, and computer system for tuning a set of models. The method includes determining a set of one or more models to optimize, determining a plurality of optimizer modules with which to optimize the set of one or more models, causing the plurality of optimizer modules to respectively perform a respective optimizing process with respect to at least one model of the set of one or more models, and deploying an optimized model obtained based at least in part on optimizing metrics of the set of the one or more models.

公开(公告)号：US20230244720A1

公开(公告)日：2023-08-03

申请号：US17587820

申请日：2022-01-28

Applicant: Databricks Inc.

Inventor： Benjamin Thomas Wilson ,  Corey Zumar

IPC: G06F16/903 ,  G06N20/00

CPC classification number: G06F16/90335 ,  G06N20/00

Abstract: The present application discloses a method, system, and computer system for querying a model associated with a dataset. The method includes providing an input interface via which a first entity inputs a dataset, receiving the dataset, and providing a selection interface that exposes to a second entity the plurality of models determined for the dataset and/or the plurality of results corresponding to the plurality of models using the index entries. The dataset comprises a plurality of keys and a plurality of key-value relationships, and the dataset is formatted according to a predefined format, wherein index entries are generated for a plurality of models and a plurality of results corresponding to the plurality of models.

公开(公告)号：US11468369B1

公开(公告)日：2022-10-11

申请号：US17587806

申请日：2022-01-28

Applicant: Databricks Inc.

Inventor： Benjamin Thomas Wilson ,  Corey Zumar

IPC: G06N20/00 ,  G06K9/62

Abstract: The present application discloses a method, system, and computer system for building a model associated with a dataset. The method includes receiving a data set, the dataset comprising a plurality of keys and a plurality of key-value relationships, determining a plurality of models to build based at least in part on the dataset, wherein determining the plurality of models to build comprises using the dataset format information to identify the plurality of models, building the plurality of models, and optimizing at least one of the plurality of models.