---
pipeline_tag: other
tags:
  - time series
  - forecasting
  - pretrained models
  - foundation models
  - time series foundation models
  - time-series
---


# DeepFeatTimeGPTMaskedEncoderPredictor 

Copyright (c) 2024. vencortex® - DeOS  | Decision Optimization System. All rights reserved.

````Python
from deep_feat_core.libraries.DeepFeatTimeGPT.foundation_models.DeepFeatTimeGPTMaskedEncoder import (
    DeepFeatTimeGPTMaskedEncoderPredictor,
)

model = DeepFeatTimeGPTMaskedEncoderPredictor(model_id= "medium")

predictions = model.predict(
        time_series: pd.DataFrame,  # Time series data to be used for prediction
        measure_type: str,  # measure_type
        frequency: str = "M",  # frequency
        prediction_length: int = 64,  # Number of periods to forecast into the future
        num_samples: int = 1000,  # Number of samples to use for prediction
        context_id: str = "context_id")
````