moraieu/query-selector
LONG-TERM SERIES FORECASTING WITH QUERYSELECTOR – EFFICIENT MODEL OF SPARSEATTENTION
Query Selector helps data scientists and machine learning engineers accurately predict future values in long-term time series data. It takes historical time-series data and outputs forecasts, improving upon traditional Transformer models. This is for professionals who need to make reliable long-range predictions from complex sequential datasets.
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Use this if you need to perform highly accurate, long-term forecasting on time series data, especially when dealing with large datasets where efficiency is key.
Not ideal if your primary need is for short-term forecasts or if you are looking for a simple, off-the-shelf solution without requiring deep learning model implementation.
Stars
74
Forks
16
Language
Python
License
Apache-2.0
Category
Last pushed
Nov 20, 2023
Commits (30d)
0
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