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WenjieDu/SAITS

The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) deep-learning neural network model for efficient time-series imputation (impute multivariate incomplete time series containing NaN missing data/values with m…

Owner
WenjieDu (personal account)
Stars
Stars: 518
Forks
Forks: 73
Language
Python
License
MIT
Created
2021
Topics
time-seriesimputation-modelmissing-valuesself-attentionpartially-observed-datapartially-observed-time-seriespartially-observedinterpolationtime-series-imputationincomplete-data
Tier
Alpha (250 to 699 ★) What this tier means
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