Average Ratings 3 Ratings
Average Ratings 0 Ratings
Description
Port is a platform that allows you to build no-code, holistic, internal developer portals. Port's software catalog includes microservices, custom assets, and can be used with any data model. It also supports in-context maturity scorecards. Portals allow developers to automate workflows and self-service actions.
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
API Access
Has API
Integrations
Amplication
Argo CD
Bitbucket
Codefresh
GitHub
Kubernetes
OpenCost
Terraform
Integrations
Amplication
Argo CD
Bitbucket
Codefresh
GitHub
Kubernetes
OpenCost
Terraform
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
Free
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Port IO
Founded
2022
Country
Israel
Website
www.port.io
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
DevOps
Approval Workflow
Dashboard
KPIs
Policy Management
Portfolio Management
Prioritization
Release Management
Timeline Management
Troubleshooting Reports
Incident Management
Audit Trail
Corrective Actions (CAPA)
Disaster Recovery
IT Incident Management
Incident Reporting
OSHA Compliance
Root-Cause Diagnosis
Safety Management
Task Management
Ticket Management
Product Features
Alternatives
Alternatives
No Alternatives