Port

Port

Port IO
TabFM

TabFM

Google
+
+

Related Products

  • NeuBird
    2 Ratings
    Visit Website
  • ManageEngine ServiceDesk Plus
    1,947 Ratings
    Visit Website
  • Serviceaide
    139 Ratings
    Visit Website
  • Pensero
    2 Ratings
    Visit Website
  • Codemagic
    137 Ratings
    Visit Website
  • MuleSoft Anypoint Platform
    1,480 Ratings
    Visit Website
  • Grafana Cloud
    850 Ratings
    Visit Website
  • Kasm Workspaces
    127 Ratings
    Visit Website
  • Bitrise
    396 Ratings
    Visit Website
  • Windocks
    7 Ratings
    Visit Website

About

Port is a platform for building no-code, holistic, Internal Developer Portals. Port's software catalog covers microservices, resources, custom assets and fits any data model, with in-context maturity scorecards. Its portals support any developer self-service action and workflow automation.

About

TabFM is a zero-shot foundation model for tabular data, designed to simplify classification and regression workflows that traditionally require manual model training, hyperparameter tuning, and domain-specific feature engineering. Built specifically for tables, TabFM reframes tabular prediction as an in-context learning problem: instead of fitting a new supervised model to each dataset, it takes historical training examples and target testing rows together as one unified prompt, then interprets relationships between columns and rows at inference time. Because tables are two-dimensional and orderless, TabFM uses a hybrid architecture that combines alternating row and column attention, row compression, and a dedicated Transformer for in-context learning over compressed row embeddings. This design lets the model capture complex feature interactions and dependencies while keeping prediction computationally efficient for larger datasets.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

DevOps, platform engineers, DevEx people, cloud architects

Audience

Data scientists and analytics teams that need accurate tabular classification and regression without repetitive training, tuning, and feature-engineering work

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 5.0 / 5
ease 5.0 / 5
features 4.7 / 5
design 5.0 / 5
support 5.0 / 5

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Port IO
Founded: 2022
Israel
www.port.io

Company Information

Google
Founded: 1998
United States
research.google/blog/introducing-tabfm-a-zero-shot-foundation-model-for-tabular-data/

Alternatives

Alternatives

MLBox

MLBox

Axel ARONIO DE ROMBLAY
T5

T5

Google

Categories

Categories

Integrations

Amplication
Argo CD
Bitbucket
Codefresh
GitHub
Kubernetes
OpenCost
Terraform

Integrations

Amplication
Argo CD
Bitbucket
Codefresh
GitHub
Kubernetes
OpenCost
Terraform
Claim Port and update features and information
Claim Port and update features and information
Claim TabFM and update features and information
Claim TabFM and update features and information