HyperdriveGalaxy
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TimesFM-3Google
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About
Hyperdrive is a state-of-the-art data process data system for advanced process control. It ingests millions of process control data points for each batch or run. Data are automatically validated, temporally aligned, and augmented as needed. Depending on the application, the cleaned and aligned data are then presented to one of an array of available analysis tools for predictive maintenance, virtual metrology, and advanced process control. Hyperdrive’s scalability and adaptability make it a versatile tool that revolutionizes predictive analytics and process optimization in various industries looking to enhance operational efficiency and minimize unforeseen disruptions. The result of two years of R&D in collaboration with our industry partners, Hyperdrive has proven itself with real fab data in multiple real production environments. Empowers engineers to anticipate potential problems before they happen.
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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.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Organizations and engineers wanting a tool to reduce expenses, anticipate potential problems, and validate their data
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Audience
Data scientists, researchers, and developers wanting to forecast multiple related time series and incorporate historical and known future signals
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationGalaxy
United States
www.galaxysemi.com/products/hyperdrive
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Company InformationGoogle
Founded: 1998
United States
research.google/blog/timesfm-3-a-zero-shot-foundation-model-for-multivariate-forecasting/
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Integrations
No info available.
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Integrations
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