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FeatureDevelopment of new featureDevelopment of new feature
Description
- Base configuration schema for models
- Prophet configuration schema
- Model training logic
- Model forecasting logic
- Store and retrieve trained models
- Store and retrieve model configurations
- Write predicted data points
- Scheduling of Training and Forecasting
Note, the implementation should take into account the possibility that additional models will be supported in the future. It makes sense here to have a factory or such that creates a Model Provider based on the provided configuration. The provider is then responsible for dealing with the data formatting/processing, training and predict logic of the model.
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FeatureDevelopment of new featureDevelopment of new feature