Machine Intelligence DeepNEX AI-aaS Platform
User-oriented & enterprise-level "full stack" machine intelligence platform
Machine Intelligence Product Introduction Center
DeepNEX AI-aaS intelligent platform provides you with comprehensive data analysis protection
DeepNex
DeepNEX is an on-premise deep learning platform developed by the Machine Intelligence Center of Lenovo (HK). DeepNEX provides a multi-tenant container-based private cloud. By utilizing Kubernetes, an open-sourced container management and orchestration tool from Google, it achieves flexible and efficient management of all kinds of cluster resources. DeepNEX offers clients flexible options of networking and storage solutions that can best satisfy their current needs. It also supports the horizontal scaling of the cluster, i.e., more resources can be seamlessly added later in the future. DeepNEX aims to lower the usage barrier of various popular open-sourced deep learning frameworks, such as TensorFlow, Caffe, MXNet, and so on. By helping clients solve headache problems during deep learning development and training process, such as computing resources shortage, complex configuration of cluster environment, the lack of resource management and sharing, and etc., DeepNEX enables individuals and enterprises to more easily and efficiently conduct R&D and therefore apply the deep learning techniques.
HyperMiner
HyperMiner is an automated machine learning platform developed by Lenovo (HK) Machine Intelligence Center. Nowadays, big data and Artificial Intelligence technology are benefiting people from all walks of life. Through automating the machine learning pipeline (feature engineering, model selection, model optimization, etc.) and introducing drag-and-drop user interface , HyperMiner is built as a platform for people with all skill levels. Individual users or enterprises can effectively utilize the built-in industry solutions in HyperMiner to conduct data analysis, model building and result prediction for various fields such as financial, retail, medical and education, without requirements for any background of machine learning or supports from professional teams.
HyperGraph
HyperGraph is an enterprise big data platform for knowledge graphs, developed by Lenovo (HK) Machine Intelligence Center. With the core technologies developed by Lenovo, HyperGraph analyzes and mines graphs with millions of nodes and edges within seconds, offering our enterprise clients a one-stop platform with the abilities of real-time response over complex data models, advanced visualization, and multi-source data integration. HyperGraph plays a critical role in many industries to help model clients’ data as knowledge graphs for further investigation, including financial trading data, manufacturing data, public security data, and medical treatment data. The advanced visualization solution of HyperGraph allows our clients to conduct complex data mining tasks via drag-and-drop operations, to meet the needs of various industries: i) in financial industry, HyperGraph can mine and reveal underlying investor relations and debtor-creditor relationship for risk and control; ii) in manufacturing industry, HyperGraph analyzes upstream and downstream supply chain to expose potential risk; iii) in public safety area, Hypergraph builds a social network with geo-temporal data for public invstigation, detection, etc. Hypergraph has standalone and distributed versions, provides various interfaces for storage, interaction and analysis, and even allows clients to further customize new modules over it.