AlphaUncommon
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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