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--- |
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pipeline_tag: other |
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tags: |
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- time series |
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- forecasting |
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- pretrained models |
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- foundation models |
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- time series foundation models |
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- time-series |
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--- |
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# DeepFeatTimeGPTMaskedEncoderPredictor |
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Copyright (c) 2024. vencortex® - DeOS | Decision Optimization System. All rights reserved. |
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````Python |
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from deep_feat_core.libraries.DeepFeatTimeGPT.foundation_models.DeepFeatTimeGPTMaskedEncoder import ( |
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DeepFeatTimeGPTMaskedEncoderPredictor, |
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) |
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model = DeepFeatTimeGPTMaskedEncoderPredictor(model_id= "medium") |
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predictions = model.predict( |
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time_series: pd.DataFrame, # Time series data to be used for prediction |
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measure_type: str, # measure_type |
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frequency: str = "M", # frequency |
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prediction_length: int = 64, # Number of periods to forecast into the future |
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num_samples: int = 1000, # Number of samples to use for prediction |
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context_id: str = "context_id") |
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```` |
