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Merlion: A Machine Learning Framework for Time Series Intelligence
Merlion: A Machine Learning Framework for Time Series Intelligence - salesforce/Merlion
The table below provides a visual overview of how Merlion's key features compare to other libraries for time series anomaly detection and/or forecasting. This package must be installed in editable mode (i.e. with the-e flag) if you don't want to manually specify the root directory of every dataset when initializing its data loader. You may customize whether this should be done in batch (predicting all values at once), streaming (updating the model's internal state after each data point without fully re-training it), or some intermediate cadence.
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