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What is MindSpore?

MindSpore, an open-source deep learning framework developed by Huawei, is designed to streamline the development process, optimize execution, and support deployment in various environments such as cloud, edge, and on-device platforms. This framework supports multiple programming paradigms, including both object-oriented and functional programming, allowing developers to create AI networks with standard Python syntax easily. By integrating dynamic and static graphs, MindSpore ensures a seamless programming experience while enhancing compatibility and performance. It is specifically optimized for a variety of hardware platforms, including CPUs, GPUs, and NPUs, and shows remarkable compatibility with Huawei's Ascend AI processors. The architecture of MindSpore is structured into four key layers: the model layer, MindExpression (ME) for AI model development, MindCompiler for optimization processes, and a runtime layer that enables interaction among devices, edge, and cloud. In addition, MindSpore is supported by a rich ecosystem of specialized toolkits and extension packages, such as MindSpore NLP, making it an adaptable choice for developers aiming to exploit its features in numerous AI applications. This wide-ranging functionality, combined with its robust architecture, positions MindSpore as an attractive option for professionals engaged in advanced machine learning initiatives, ensuring they can tackle complex challenges effectively. The continuous development of its ecosystem further enhances the framework's appeal, making it a compelling choice for innovative projects.

What is Gilhari?

Gilhari is a microservice framework that facilitates the persistence of JSON objects within a relational database environment. Available as a Docker image, this framework can be tailored to suit the specific object or relational model of any application. Gilhari offers a REST (Representational State Transfer) interface for its APIs, enabling users to execute CRUD (Create, Retrieve, Update, Delete) operations on JSON objects that are unique to their applications. Some notable features of Gilhari include: * A metadata-driven approach that is independent of object models and agnostic to databases * Simple customization and configuration options for your JSON object models * The ability to map JSON attributes directly to table columns, which enhances querying capabilities and performance * Support for intricate object modeling, including one-to-many, many-to-one, and many-to-many relationships * The framework eliminates the need for writing any code to manage REST APIs (POST/GET, PUT/DELETE), facilitate data exchange (CRUD), or establish database schemas, streamlining development processes. This allows developers to focus on building their applications without getting bogged down by backend complexities.

Media

Media

No images available

Integrations Supported

Docker
Ascend Cloud Service
Huawei Cloud
Huawei Cloud ModelArts
Python

Integrations Supported

Docker
Ascend Cloud Service
Huawei Cloud
Huawei Cloud ModelArts
Python

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

MindSpore

Date Founded

2019

Company Location

China

Company Website

www.mindspore.cn/

Company Facts

Organization Name

Software Tree

Date Founded

1997

Company Location

United States

Company Website

www.softwaretree.com

Categories and Features

Categories and Features

Application Development

Access Controls/Permissions
Code Assistance
Code Refactoring
Collaboration Tools
Compatibility Testing
Data Modeling
Debugging
Deployment Management
Graphical User Interface
Mobile Development
No-Code
Reporting/Analytics
Software Development
Source Control
Testing Management
Version Control
Web App Development

Data Management

Customer Data
Data Analysis
Data Capture
Data Integration
Data Migration
Data Quality Control
Data Security
Information Governance
Master Data Management
Match & Merge

Integration

Dashboard
ETL - Extract / Transform / Load
Metadata Management
Multiple Data Sources
Web Services

Relational Database

ACID Compliance
Data Failure Recovery
Multi-Platform
Referential Integrity
SQL DDL Support
SQL DML Support
System Catalog
Unicode Support

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