API Reference

This is the class and function reference of Empulse. Please refer to the full User Guide for further details, as the raw specifications of classes and functions may not be enough to give full guidelines on their uses.

Warning

Empulse is still under active development, and we make no promises about the stability of the API. Pin a version if you are worried about breaking changes!

• empulse.datasets
  • Dataset
  • load_churn_tv_subscriptions
  • load_upsell_bank_telemarketing
  • load_give_me_some_credit
  • load_credit_scoring_pakdd
• empulse.metrics
  • General Metrics
  • Customer Acquisition Metrics
  • Customer Churn Metrics
  • Credit Scoring Metrics
  • Helper Functions
• empulse.models
  • Cost-Sensitive and Value-driven Models
  • Bias Mitigation Models
• empulse.optimizers
  • Generation
• empulse.samplers
  • BiasRelabler
  • BiasResampler
  • CostSensitiveSampler