Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
Paper • 2401.03955 • Published • 13
Granite Time Series
Time series models for forecasting, anomaly detection, classification, and more.
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ibm-granite/granite-timeseries-ttm-r3
Time Series Forecasting • 1.41M • Updated • 20.9k • 7 -
ibm-granite/granite-timeseries-ttm-r1
Time Series Forecasting • 805k • Updated • 382k • 327 -
ibm-granite/granite-timeseries-patchtst
Time Series Forecasting • 616k • Updated • 56.2k • 20 -
ibm-granite/granite-timeseries-patchtsmixer
Time Series Forecasting • 196k • Updated • 6.12k • 23 -
ibm-granite/granite-timeseries-ttm-r2
Time Series Forecasting • 805k • Updated • 427k • 164 -
ibm-granite/granite-timeseries-tspulse-r1
1.08M • Updated • 90.8k • 36 -
TSPulse: Dual Space Tiny Pre-Trained Models for Rapid Time-Series Analysis
Paper • 2505.13033 • Published • 3 -
ibm-granite/granite-timeseries-flowstate-r1
Time Series Forecasting • 9.07M • Updated • 22.5k • 27 -
ibm-granite/granite-timeseries-patchtst-fm-r1
Time Series Forecasting • 0.3B • Updated • 10.8k • 3