PyBalance

Getting Started

  • Introduction
  • Installation instructions
  • Demos

Demos - Core

  • Matching Data
  • Balance Calculators

Demos - Matching

  • Propensity Score Matcher
  • Constraint Satisfaction Matcher
  • Cardinality matching
  • Genetic Matcher
  • Matching a pool to an aggregate target

Demos - Weighting

  • Inverse Probability of Treatment Weighting (IPTW)
  • Weighting with MAIC / entropy balancing

API

  • Core Utilities
  • Matchers
  • Weighters
  • Visualization
  • Simulation

License & Help

  • License
  • Help
PyBalance
  • Overview: module code

All modules for which code is available

  • pybalance.genetic.matcher
  • pybalance.lp.matcher
  • pybalance.propensity.matcher
  • pybalance.sim.rng
  • pybalance.utils.balance_calculators
  • pybalance.utils.matching_data
  • pybalance.utils.preprocess
  • pybalance.visualization.distributions
  • pybalance.weighting.matcher

© Copyright 2024 - Bayer AG - Stephen Privitera, Hooman Sedghamiz, Alex Hartenstein, Abhishek Choudhary.

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