Sophon CE Community Edition is online, and free get is a lightweight, easy-to-use, efficient and intelligent data analysis tool

Artificial intelligence technology as a new power and key industry of industrial digital transformation , By 《“ the 14th Five-Year Plan ” Data economy development planning 》 It is listed as an important underlying technology to promote the development of digital economy in the next five years , It can effectively promote the intelligent upgrading of the underlying infrastructure , Provide government services 、 Smart city 、 Intelligent manufacturing 、 Autopilot 、 Language intelligence and other upper level intelligent applications .

However, in the process of actual implementation of artificial intelligence technology , There is a high threshold for the use of technology 、 Expensive computing resources 、 High manpower investment 、 Long project cycle 、 The scarcity of talents . Star Ring Technology launched Sophon CE（Community Edition） Enterprise level one-stop data science platform Community Edition , Designed for personal development enthusiasts 、 Scientific research institutions and teachers and students of colleges and universities provide a free 、 convenient 、 Lightweight data intelligent analysis tool and machine learning modeling environment , And through the WYSIWYG visual modeling ability , Shorten the distance from data access and analysis to data intelligent analysis and application .

Sophon CE Support users to obtain training data sets through data connection , And apply near 200 A kind of built-in distributed operator to establish a visual model training process , After multi-dimensional indicator evaluation of the model effect , You can export the model file to local . meanwhile , You can also use the multi scene model experiment template , Quickly build solutions for specific algorithm applications .

Why choose Sophon CE Community Edition ？

free

• Free registration on the official website , obtain Sophon Community version of the package , Zero cost quick experience visual machine learning modeling .

Lightweight 、 Easy operation and maintenance

• The installation package size of the community version is only 5.9G, Easy to download and install ;
• The resource requirements for the community version are only 8 nucleus 16G, Greatly reduce the component resource occupation ;
• The deployment process is simplified , Support Docker Stand alone deployment , Or based on TDH Manager Community Edition rapid deployment , It is convenient for users to quickly obtain , Installation and use ;
• The community version lowers the threshold for users to use big data technology , Easy to use 、 Easy to manage 、 Easy operation and maintenance 、 Lighter weight, etc , And provide all-round technical support , Users can get started quickly and install independently even if they have zero experience 、 docking 、 Training and deployment .

Machine learning visual modeling

• Provide drag and drop machine learning modeling and recommendation modeling services for the whole process of data analysis , Help users to complete machine learning modeling without writing code , It effectively lowers the threshold for users to use and quickly gets started with big data intelligent data analysis ;
• Visual modeling is built-in 200 A distributed machine learning operator , Through the targeted optimization of distributed operators in different scenarios , The algorithm performance is greatly improved , And can easily deal with various application scenarios .

Big data platform base

• Seamlessly connect the star ring underlying big data platform , Can easily handle data exploration analysis and machine learning modeling analysis applications .

Sophon CE What functions can the community edition provide ？

Sophon CE The Community Edition is a lightweight and free , And have Sophon Base The business edition is mainly a tool for intelligent data analysis .Sophon CE The Community Edition supports users to quickly access external data through data connection , And apply hundreds of built-in data processing 、 Machine learning operator establishes a visual machine learning experiment flow , It supports multi-dimensional effect indicator evaluation and application of the model . Besides , You can also use the built-in model experiment template , Quickly build solutions for specific algorithm applications .

Data connection

Support the creation of JDBC Type of data connection , Get the model training data set stored in the database .

Data sets

Support access to storage at JDBC Data set in type data source , You can also import local datasets directly .

Experiment management

As the smallest unit of model training , Users can drag and drop , Use the built-in near 200 Operators can quickly build the training process of machine learning model .

Recommendatory modeling

Support the operator recommendation function in the modeling process , Automatically associate and associate operators required for the next step , Lower the threshold of use , Improve modeling efficiency .

Model to evaluate

Users can view the evaluation indicators of model training results , Such as K-S\ROC\LIFT Curves, etc .

Model management

It supports saving and exporting model files generated after the successful implementation of the experimental process ; meanwhile , Different results of multiple training for the same model , Support unified management of multiple versions .

For enterprise users , If there is more code modeling 、 Data management 、 Model operation management 、 Platform resources / jurisdiction / User management and other expanded functional requirements , It can be done by Sophon Base The commercial edition gets the corresponding functions .Sophon from 2017 Published since , Has won many honors , Has been shortlisted for many times Gartner、IDC、 Leopard Sullivan, etc IT Report of the advisory body , It has passed the product capability test of ICT Institute for many times , And participate in the compilation of relevant artificial intelligence standards . As a self-developed distributed data science product ,Sophon It has been shortlisted in the technical Atlas of domestic software and hardware , His research achievements have been shortlisted AAAI、ICA3PP、ICASSP Etc , And in 2020 In, he united with Academician Zhongnanshan's team to publish a paper on the outbreak trend of the epidemic .Sophon Base As the designated platform for the event , Accumulated nationwide and Singapore AI Nearly 1000 teams of the event provide stable and efficient underlying platform support .

this Sophon CE The launch of the Community Edition hopes to provide personal development enthusiasts 、 Scientific research institutions and university teachers and students provide a lightweight machine learning modeling platform , We also hope to further promote machine learning 、AI Modeling and other artificial intelligence technologies .

this Sophon CE The launch of the Community Edition hopes to provide personal development enthusiasts 、 Scientific research institutions and university teachers and students provide a lightweight machine learning modeling platform , We also hope to further promote machine learning 、AI Modeling and other artificial intelligence technologies .