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TODO.md

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TODO:

Data Workflow:

  • Probability: basic notebook to calculate the joint, marginal and conditional probabilities.
  • Verify data quality: missing values analysis and outliers detection.
  • Categorizer: numerical to categorical variable using different techniques.
  • Features engineering.

Model Worflow:

  • models.base:
    • include "Validation Curve" and "Validation Curve".
    • include non-exhaustive tuning tools.