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Algorithm model training analysis system

A technology of algorithm model and analysis system, applied in the field of algorithm model training and analysis system

Inactive Publication Date: 2019-10-22
国家气象信息中心
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] Artificial intelligence is the trend of today's research. Algorithmic model training and analysis is the core of the artificial intelligence platform. The existing technology lacks a complete and systematic algorithm model training and analysis tool to train and analyze the algorithm model

Method used

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Embodiment Construction

[0028] The technical solution of the present invention will be further described in detail below in conjunction with the accompanying drawings, but the protection scope of the present invention is not limited to the following description.

[0029] Such as Figure 1-8 As shown, the algorithm model training analysis system includes a data access management module, an algorithm model management module, a model visualization assembly module, an algorithm model training module, a visualization monitoring module and an algorithm model application module;

[0030] The data access management module accesses the training and testing data for the algorithm model;

[0031] The algorithm model management module provides the management function of the algorithm model;

[0032] The model visual assembly module encapsulates each process in the algorithm model as a component, and assembles it into a complete algorithm model through visual dragging;

[0033] The algorithm model training modu...

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Abstract

The invention discloses an algorithm model training analysis system. The system comprises a data access management module, an algorithm model management module, a model visual assembly module, an algorithm model training module, a visual monitoring module and an algorithm model application module.The capabilities of training, debugging and monitoring an algorithm model based on a neural network are provided, and the functions of data access management, model management, model visual assembly, model training, visual monitoring and model application required by the algorithm model are provided.

Description

technical field [0001] The invention relates to the field of algorithm model training, in particular to an algorithm model training analysis system. Background technique [0002] Artificial intelligence is the trend of today's research. Algorithmic model training and analysis is the core of the artificial intelligence platform. The existing technology lacks a complete set of systematic algorithm model training and analysis tools to train and analyze algorithm models. The algorithm model system should have the functions of training, debugging, and monitoring the algorithm model based on the neural network, and provide data access management, model management, model visual assembly, model training, visual monitoring, and model application functions required by the algorithm model. Contents of the invention [0003] The purpose of the present invention is to overcome the shortcomings of the prior art and provide an algorithm model training and analysis system, which can provi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N3/04G06N3/08G06F9/54
CPCG06N3/04G06N3/08G06F9/547
Inventor 杨和平张志强杨笛张强
Owner 国家气象信息中心