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Description
SeekTable serves as a user-friendly business intelligence tool designed for on-the-fly data analysis, operational reporting, and embedded reporting, featuring dynamic tables and visualizations. By simply uploading your data file to the SeekTable cloud platform, you can swiftly generate insightful reports, including pivot tables, charts, and data grids, all through an intuitive web interface that doesn't require any technical expertise beyond a basic grasp of pivot table principles. This functionality allows users to delve into their data and discover insights, even when they don't have a specific inquiry in mind. Additionally, reports can be saved for future use, exported to PDF or Excel while retaining their formatting, shared with fellow SeekTable users, published online, or embedded within any website. Users can also set up automated report generation, ensuring timely delivery according to a predetermined schedule. When utilizing a database as a data source, you receive real-time data, making SeekTable an ideal choice for live operational reporting; if your dataset is too substantial for immediate queries, you have the option to apply filters using report parameters based on indexed columns for streamlined analysis. Overall, SeekTable empowers users to harness the power of their data with ease and efficiency.
Description
TabFM is an innovative zero-shot foundation model specifically created for handling tabular data, aimed at streamlining classification and regression processes that usually necessitate extensive manual model training, hyperparameter optimization, and tailored feature engineering. By transforming the challenge of tabular prediction into an in-context learning task, TabFM avoids the need to train a new supervised model for every dataset; instead, it consolidates historical training examples and target testing rows into a single cohesive prompt, allowing it to discern the intricate relationships between various columns and rows during inference. Given that tables are inherently two-dimensional and do not rely on a specific order, TabFM employs a hybrid architecture that integrates alternating attention mechanisms for both rows and columns, row compression techniques, and a specialized Transformer designed for in-context learning based on these compressed row embeddings. This sophisticated framework enables the model to effectively capture complex interactions and dependencies among features while maintaining computational efficiency, particularly advantageous for processing larger datasets. Furthermore, this approach not only enhances performance but also significantly reduces the time and resources typically required for model development in tabular data tasks.
API Access
Has API
No
API Access
Has API
No
Integrations
AWS Marketplace
Yes
Axis LMS
Yes
Nekton.ai
Yes
Quickwork
Yes
Stackreaction
Yes
icCube
Yes
Integrations
AWS Marketplace
No
Axis LMS
No
Nekton.ai
No
Quickwork
No
Stackreaction
No
icCube
No
Pricing Details
$25 per user per month
Free Trial
Yes
Free Version
Yes
Pricing Details
Free
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
SeekTable
Founded
2017
Country
Ukraine
Website
www.seektable.com
Vendor Details
Company Name
Founded
1998
Country
United States
Website
research.google/blog/introducing-tabfm-a-zero-shot-foundation-model-for-tabular-data/
Product Features
Reporting
Customizable Dashboard
Yes
Data Source Connectors
Yes
Drag & Drop
Yes
Drill Down
Yes
Email Reports
No
Financial Reports
Yes
Forecasting
No
Marketing Reports
Yes
OLAP
Yes
Report Export
Yes
Sales Reports
Yes
Scheduled / Automated Reports
No
