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What is TimesFM-3?

TimesFM-3 is an innovative foundation model for time series analysis, distinguished by its capability to deliver highly accurate multivariate forecasts with a single forward pass. With a substantial framework of 330 million parameters, this model has been pre-trained on an extensive dataset comprising both real-world and synthetic time series information, accumulating over 1 trillion time points, which significantly bolsters its effectiveness and zero-shot generalization compared to its predecessors. It excels at simultaneously forecasting multiple coevolving time series while effectively recognizing dependencies that enhance predictive accuracy without necessitating task-specific fine-tuning. Additionally, it is designed to handle various forecasting objectives, including point and quantile predictions, and takes into account both historical covariates and dynamic covariates related to future scenarios, such as planned promotions, holidays, or shifts in weather. Employing a decoder-only transformer architecture, TimesFM-3 adeptly processes sequential data in chunks of 32 time steps, utilizing alternating causal temporal attention and full variate attention to seamlessly weave together patterns across time and interconnected series. As a result, this model serves as a powerful resource for forecasting intricate, time-dependent phenomena across diverse applications, making it a significant advancement in the field of time series forecasting. Its versatility and precision open up new avenues for exploration and application in various domains.

What is KX Delta Platform?

The KX Delta Platform is a sophisticated data management solution tailored for enterprises, engineered to effectively capture, analyze, and retain both real-time and historical data. It is constructed on kdb+, the leading time-series database globally, and provides adaptable configuration options to meet vital deployment needs, including redundancy and load balancing, while ensuring maximum uptime. The system is fortified with robust security features such as LDAP authorization and data encryption, which uphold stringent compliance with data sensitivity and security standards. Users can leverage its capabilities to visualize information through an intuitive dashboard builder and engage with dynamic data playback, while automated report generation streamlines the reporting process. This platform not only serves as a powerful tool for program management but also facilitates the administration, manipulation, and exploration of extensive real-time and historical datasets. Additionally, its high-speed processing capabilities make it ideal for mission-critical applications, enabling organizations to operate efficiently and effectively. Ultimately, the KX Delta Platform stands out as an essential resource for businesses aiming to harness the full potential of their data.

Media

Media

Integrations Supported

Integrations Supported

Amazon Web Services (AWS)
Google Cloud Platform
LDAP
Microsoft Azure

API Availability

API Availability

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS
On-Prem

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

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

Company Facts

Organization Name

KX

Date Founded

1996

Company Location

United States

Company Website

kx.com/products/kx-delta-platform/

Categories and Features

AI Models

Not specified

Foundation Models

Not specified

Categories and Features

Data Management

Not specified

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