Data distribution analysis

[niteshpurohit]

Type: Task
Parent Issue: #426

Summary

Build histograms with automatic or custom binning; analyze data distributions and frequency counts

Scope

Build histograms with automatic or custom binning; analyze data distributions and frequency counts

Not In Scope

• 2D histograms
• Histogram visualization

Acceptance Criteria

• Histogram builds frequency distributions
• Automatic binning support
• Custom bin support
• Tests verify binning accuracy
• Documentation with examples

C++ Native Library: No