Machine learning model building method and device and related equipment

A machine learning model and server technology, applied in the field of artificial intelligence, can solve time-consuming and troublesome problems, and achieve the effect of realizing machine learning model building and convenient machine learning model building

Pending Publication Date: 2019-12-20
TENCENT TECH (SHENZHEN) CO LTD
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AI Technical Summary

Problems solved by technology

[0003] The application of the machine learning model requires training based on the machine learning model, and before training the machine learning model, building the framework structure of the machine learning model is ofte

Method used

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  • Machine learning model building method and device and related equipment
  • Machine learning model building method and device and related equipment
  • Machine learning model building method and device and related equipment

Examples

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Example Embodiment

[0049] The inventors of the present invention found in the research process that when users (such as researchers of machine learning algorithms and other relevant staff) want to verify the machine learning algorithms they are researching, they often urgently hope to quickly build corresponding machine learning algorithms. machine learning model, so as to carry out the operation test and effect verification of the machine learning algorithm; however, the current frame structure of the machine learning model often needs to be operated on the PC (personal computer), which undoubtedly limits the scene of machine learning model building , which makes the construction of machine learning models more troublesome;

[0050] Based on this, the inventors of the present invention provide a mobile terminal-based machine learning model building method at the moment when mobile terminals are popular, so that users can use mobile terminals anytime and anywhere for convenient and efficient mach...

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Abstract

The embodiment of the invention provides a machine learning model building method and device and related equipment, and the method executed by a mobile terminal comprises the following steps: loadingan operation page which displays a plurality of algorithm assemblies; responding to a selection operation instruction, displaying a target algorithm component selected from the plurality of algorithmcomponents on the operation page; sending an algorithm component selection notification corresponding to the selection operation instruction to a platform server, so that the platform server determines the selected target algorithm component; and in response to a configuration operation instruction for a target algorithm component, sending an algorithm component configuration notification corresponding to the configuration operation instruction to a platform server, so that the platform server forms a corresponding machine learning model according to a configuration result of the target algorithm component indicated by the algorithm component configuration notification. According to the embodiment of the invention, convenient machine learning model building can be realized.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a machine learning model building method, device and related equipment. Background technique [0002] With the rise of artificial intelligence technology, machine learning models have been applied in more and more fields. For example, in natural language processing, image processing, speech processing and other fields, machine learning models have been widely and deeply applied. [0003] The application of the machine learning model requires training based on the machine learning model, and before training the machine learning model, building the framework structure of the machine learning model is often a time-consuming and troublesome stage; therefore, when users have the need to build a machine learning model, How to conveniently realize the construction of machine learning models has become an urgent problem to be solved. Contents of the invention ...

Claims

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Application Information

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IPC IPC(8): G06N20/00G06F3/0484
CPCG06F3/0484Y02D10/00
Inventor 黄维东黄俊洲吴家祥
Owner TENCENT TECH (SHENZHEN) CO LTD
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