TimesFM-3Google
|
||||||
Related Products
|
||||||
About
Aquatic Informatics provides software solutions that address critical water data management, analytics, and compliance challenges for the rapidly growing water industry.
From raindrop to sewer discharge, our interconnected data management platforms drive the efficient management of water information to protect human health and reduce environmental impact.
AQUARIUS is analytics software for the natural environment for acquiring, processing, modelling, and publishing water information in real time to enable agencies with efficient, accurate, and defensible water data.
The AQUARIUS suite includes:
- AQUARIUS Time-Series for Efficient, Accurate & Defensible Water Data
- AQUARIUS Samples for easy Sample Management
- AQUARIUS WebPortal for Real-time Data Publishing Online
- AQUARIUS Forecast for Simpler Workflows with Complex Models.
- AQUARIUS EnviroSCADA for Real-Time Water Data Acquisition.
- AQUARIUS Cloud for All the Power of AQUARIUS in a SaaS environment.
|
About
TimesFM-3 is a state-of-the-art time series foundation model designed for highly accurate multivariate forecasting in a single forward pass. The 330 million parameter model is pre-trained on a real-world and synthetic time-series corpus comprising more than 1 trillion time points, building on the efficiency and zero-shot generalization of earlier TimesFM models. It can jointly predict multiple coevolving time series and capture dependencies that improve accuracy without task-specific fine-tuning. The model supports multiple targets with point and quantile forecasts, past covariates that are known only historically, and past-future dynamic covariates such as planned promotions, holidays, or weather forecasts. TimesFM-3 uses a decoder-only transformer architecture, processes contiguous data in patches of 32 time steps, and applies alternating causal temporal attention and full variate attention to combine patterns across time and related series.
|
|||||
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
Cities, Municipalities, Governments, Researchers, Hydrologists, Water Managers
|
Audience
Data scientists, researchers, and developers wanting to forecast multiple related time series and incorporate historical and known future signals
|
|||||
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
No information available.
Free Version
Free Trial
|
|||||
Reviews/
|
Reviews/
|
|||||
Training
Documentation
Webinars
Live Online
In Person
|
Training
Documentation
Webinars
Live Online
In Person
|
|||||
Company InformationAquatic Informatics
Canada
aquaticinformatics.com
|
Company InformationGoogle
Founded: 1998
United States
research.google/blog/timesfm-3-a-zero-shot-foundation-model-for-multivariate-forecasting/
|
|||||
Alternatives |
Alternatives |
|||||
|
|
||||||
|
|
|
|||||
|
|
||||||
|
|
||||||
Categories |
Categories |
|||||
Environmental Features
Air Management
Auditing
Compliance Management
Document Management
Emissions Inventory
Hazardous Materials Control
Sustainability Management
Training Management
Waste Management
Water Management
|
||||||
Integrations
No info available.
|
Integrations
No info available.
|
|||||
|
|
|