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What is DataCebo Synthetic Data Vault (SDV)?
The Synthetic Data Vault (SDV) is a robust Python library designed to facilitate the seamless generation of synthetic tabular data. By leveraging a variety of machine learning techniques, it successfully captures and recreates the inherent patterns found in real datasets, producing synthetic data that closely resembles actual scenarios. The SDV encompasses a diverse set of models, ranging from traditional statistical methods like GaussianCopula to cutting-edge deep learning approaches such as CTGAN. Users have the capability to generate data for standalone tables, relational tables, or even sequential data structures. In addition, the library enables users to evaluate the synthetic data against real data through different metrics, promoting comprehensive comparison. It also features diagnostic tools that produce quality reports to improve insights and uncover potential challenges. Furthermore, users can customize the data processing for enhanced synthetic data quality, choose from various anonymization strategies, and implement business rules through logical constraints. This synthetic data can not only act as a safer alternative to real data but can also serve as a valuable addition to existing datasets. Overall, the SDV represents a complete ecosystem for synthetic data modeling, evaluation, and metric analysis, positioning it as an essential tool for data-centric initiatives. Its adaptability guarantees that it addresses a broad spectrum of user requirements in both data generation and analysis. In summary, the SDV not only simplifies the process of synthetic data creation but also empowers users to maintain data integrity and security while still harnessing the power of data for insightful analytics.
What is Assimity?
Assimity stands out as the leading hub for those eager to quickly and cost-effectively create and apply AI models that tackle real-world issues, by carefully selecting, evaluating, and incorporating high-performing AI models into practical solutions. We take a methodical approach to compile and classify AI models crafted by various developers, making it easier to pinpoint the most appropriate model for different uses. By assessing and ranking these models based on their performance metrics, we offer crucial insights that assist creators in refining their work while empowering users to make knowledgeable choices. Moreover, we merge the best AI models to devise new, customized solutions tailored to specific requirements, which significantly reduces both expenses and the time needed for implementation. Assimity promotes collaboration between AI model builders and individuals or organizations seeking innovative answers to their urgent challenges. We provide an affordable and easily accessible route for creators to showcase their AI models, enabling customers to effectively find and apply these sophisticated technologies. Additionally, we encourage a vibrant ecosystem of AI innovation, fostering an environment where creativity and collaboration can flourish. Ultimately, our goal is to not only streamline model optimization but also to inspire a new wave of solutions that can transform industries and enhance everyday life.
Integrations Supported
Amazon Web Services (AWS)
Facebook
Instagram
Python
X (Twitter)
Integrations Supported
Amazon Web Services (AWS)
Facebook
Instagram
Python
X (Twitter)
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
DataCebo
Company Website
sdv.dev/
Company Facts
Organization Name
Assimity
Date Founded
2020
Company Location
United Kingdom
Company Website
assimity.com
Categories and Features
Categories and Features
Artificial Intelligence
Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)