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Description

Aquatic Informatics offers innovative software solutions tailored to meet the essential challenges of water data management, analytics, and regulatory compliance within the expanding water sector. Our integrated data management systems facilitate the comprehensive handling of water-related information, from precipitation to sewage discharge, ensuring the protection of public health and minimizing ecological footprints. The AQUARIUS software suite provides a robust platform for real-time acquisition, processing, modeling, and dissemination of water data, empowering organizations to maintain precise, reliable, and justifiable information on water resources. Included in the AQUARIUS suite are: - AQUARIUS Time-Series for the collection of reliable water data with efficiency and accuracy. - AQUARIUS Samples for streamlined management of water sample collections. - AQUARIUS WebPortal for the online dissemination of real-time water data. - AQUARIUS Forecast for simplifying complex modeling workflows. - AQUARIUS EnviroSCADA for the immediate acquisition of water data. - AQUARIUS Cloud, which delivers the full capabilities of AQUARIUS in a software-as-a-service format. This comprehensive range of tools enables agencies to enhance their water management practices significantly.

Description

TimesFM-3 represents an advanced time series foundation model that excels in highly precise multivariate forecasting with a single forward pass. This model, which consists of 330 million parameters, has undergone pre-training on a vast corpus of real-world and synthetic time series data, totaling over 1 trillion time points, thereby enhancing the effectiveness and zero-shot generalization capabilities seen in previous TimesFM iterations. It is adept at simultaneously predicting numerous coevolving time series and understanding dependencies that bolster accuracy without the need for task-specific fine-tuning. Furthermore, it accommodates multiple forecasting targets, including both point and quantile predictions, and incorporates past covariates that are only available historically, alongside dynamic covariates that pertain to future events such as planned promotions, holidays, or weather changes. Utilizing a decoder-only transformer architecture, TimesFM-3 processes sequential data in segments of 32 time steps, employing alternating causal temporal attention and full variate attention to integrate patterns across both time and interrelated series effectively. As a result, it provides a robust tool for forecasting complex time-dependent phenomena in various applications.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

No details available.

Integrations

No details available.

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
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

Aquatic Informatics

Country

Canada

Website

aquaticinformatics.com

Vendor Details

Company Name

Google

Founded

1998

Country

United States

Website

research.google/blog/timesfm-3-a-zero-shot-foundation-model-for-multivariate-forecasting/

Product Features

Environmental

Air Management
Auditing
Compliance Management
Document Management
Emissions Inventory
Hazardous Materials Control
Sustainability Management
Training Management
Waste Management
Water Management

Product Features

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