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Refactor ML components into own package #129

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luccalb opened this issue Jan 21, 2025 · 0 comments
Open

Refactor ML components into own package #129

luccalb opened this issue Jan 21, 2025 · 0 comments
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@luccalb
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luccalb commented Jan 21, 2025

          Currently the new components has been added to the following paths;

pipelines.data_quality.data_manipulation --> contains components that returns the new data frame after applying requested changes
pipelines.data_quality.monitoring --> contains components that does not manipulate the input data frame - only logs the anomalies
pipelines.machine_learning --> currently only contains the linear regression

Can you please rename the "machine_learning" package into "forecasts" and move the ARIMA Prediction class into this package next to linear regression. We will then have 2 components which can predict/forecast.

Originally posted by @TugceOzberkYener in #126 (comment)

@luccalb luccalb moved this to Product Backlog in amos2024ws01-feature-board Jan 21, 2025
@luccalb luccalb added this to the Demo Day milestone Jan 21, 2025
@luccalb luccalb changed the title Refactror ML components into own package Refactor ML components into own package Jan 21, 2025
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