lochan-eda documentation
Exploratory data analysis and behaviour-driven preprocessing for tabular machine learning.
DocumentationThis reference follows the package's public API and separates the high-level workflow from the component-level interfaces.
User Guide
Learn the workflow before using the individual API components.
Getting StartedRead documentation →Automated WorkflowRead documentation →Dataset ProfilingRead documentation →Numerical AnalysisRead documentation →Categorical AnalysisRead documentation →Missing ValuesRead documentation →Preprocessing PhilosophyRead documentation →Train / Test WorkflowRead documentation →ReportsRead documentation →
API Reference
Public classes and their documented interfaces.
Design
lochan-eda separates two levels of use. AutomatedEDA is the high-level interface for the common preprocessing workflow.Profiler, Numerical, and Categorical expose explicit inspection and component control.
Dataset
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Profiler
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├── Numerical
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└── Categorical
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Preprocessing workflow
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Model-ready data