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PLAN.md
@@ -62,6 +62,12 @@ DataMetaMap aims to compare datasets within a unified vector space to identify s
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- **Data Preprocessing Pipeline**
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Design and implement preprocessing steps to handle different dataset formats and ensure consistent input for embedding methods.
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+ Description (done by Minashkin Vladislav):
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+ - Handle diverse data types: images, text, tabular, and time series with type-specific loaders
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+ - Fill missing values and remove bad data points
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+ - Save all settings for exact reproduction
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- **Evaluation Metrics Definition**
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Define quantitative metrics to evaluate embedding quality and similarity measurement accuracy.
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