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Multi-language fusion modeling system

A multi-language and language technology, applied in the direction of creating/generating source code, software design, visual/graphic programming, etc., can solve the problem of low modeling efficiency and achieve the effect of improving modeling efficiency

Pending Publication Date: 2021-09-03
北京顶象技术有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In view of this, the purpose of the present invention is to provide a multi-language fusion modeling system, to alleviate the technical problem of low modeling efficiency caused by the tasks of the same programming language in the prior art, which are realized by different products

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Embodiment 1

[0024] According to an embodiment of the present invention, an embodiment of a multilingual fusion modeling system is provided, figure 1 is a schematic diagram of a multilingual fusion modeling system according to an embodiment of the present invention, such as figure 1 As shown, the system includes: a task creation module 10 , a task processing module 20 and a task issuing module 30 .

[0025] The task creation module 10 is used to create a modeling task of the AI ​​model to be built under the same directory tree, wherein the type of the modeling task includes at least: Java language task, SQL language task, Python language task, visual programming language tasks;

[0026] The task creation module supports modeling tasks in 4 languages: SQL language, Python language, Java language and visual programming language, and can manage modeling tasks in different languages ​​in the same directory tree, without having to change language systems in different languages Switching betwe...

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Abstract

The invention provides a multi-language fusion modeling system, and relates to the technical field of AI modeling. The multi-language fusion modeling system comprises a task creating module, a task processing module and a task issuing module; the task creating module is used for creating a modeling task of a to-be-built AI model under the same directory tree, the types of the modeling tasks at least comprise a Java language task, an SQL language task, a Python language task and a visual programming language task; the task processing module is used for correspondingly processing a first target task after a processing instruction sent by a user is obtained, and the first target task is a modeling task corresponding to the processing instruction; the task issuing module is used for issuing the processed target task and / or modeling task, and the technical problem that in the prior art, the tasks of the same programming language are achieved through different products, and consequently the modeling efficiency is low is solved.

Description

technical field [0001] The present invention relates to the technical field of AI modeling, in particular to a multilingual fusion modeling system. Background technique [0002] The development of AI models is a very complicated process of data processing and calculation. Algorithm engineers need to use different programming languages ​​in each link of model development. Data processing, feature engineering and model training are several areas in the field of machine learning. important module. With the continuous accumulation of massive data, the process of data processing, feature engineering and machine learning modeling is becoming more and more common. There are various methods and languages ​​used to complete the above process. For example, Python and SQL are used for data processing, and Python or drag-and-drop visual modeling is required for feature engineering and model training. It can be seen that the whole process needs to involve various methods. Currently, th...

Claims

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Application Information

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IPC IPC(8): G06F8/34G06F8/20
CPCG06F8/24G06F8/34G06F8/20
Inventor 蔡石林管胜陈树华
Owner 北京顶象技术有限公司