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Average Ratings 0 Ratings
Description
Bid farewell to chaotic research processes with Intelligence Magic — a user-friendly AI that swiftly transforms websites into neatly organized, tabular data in just moments! By following three straightforward steps, you can automate your routine online research tasks:
1. Outline Your Research Needs: Indicate the specific data you wish to collect from various websites without needing any coding skills!
2. Customize Your Columns: Clearly define the columns you want to include in your spreadsheet, whether they are dates, prices, names, or any other relevant data points.
3. Access Organized Results: Obtain a polished, structured dataset that is primed for analysis or exporting.
With this innovative tool, your research efficiency will soar to new heights!
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
Screenshots View All
No images available
Integrations
No details available.
Integrations
No details available.
Pricing Details
€50/month
Free Trial
No
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
No
Mac
No
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
No
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
No
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
Intelligence Magic
Founded
2021
Country
Hungary
Website
intelligence-magic.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
Market Research
Benchmarking
No
Compensation Management
No
Data Management
No
Email / Online
No
Face-to-Face
No
Panel Management
No
Paper-Based
No
Phone-Based
No
Sample Management
No
Statistical Analysis
No
Survey Management
No