Empulse

Empulse is a package aimed to enable value-driven analysis in Python. The package implements popular value-driven metrics and algorithms in accordance to sci-kit learn conventions. This allows the measures to seamlessly integrate into existing ML workflows.

Installation Guide

pip install empulse

API Reference:

• Metrics
• Models
• Samplers
• Optimizers

User Guide:

• Customizing ProfLogit
• Boosting Algorithms With Cost Functions
• User-Defined Value Metric
• Cross-Validation with Instance Based Metrics