Package index

Core Workflow

Functions for end-to-end dataset validation and diagnostics reporting.

prism()

Perform Complete Prism Statistical Validation

plot(<PrismReport>)

Plot a Prism Report

summary(<PrismReport>)

Summarize a PrismReport

print(<PrismReport>)

Print a PrismReport

Statistical Modules

Independent audit modules for quality, leakage, transformations, and drift.

quality_score()

Data Quality Assessment

detect_leakage()

Detect Potential Data Leakage

recommend_transform()

Recommend Feature Transformations

feature_stability()

Feature Stability and Distribution Drift Assessment