Implicit Reparameterization Trick

A PyTorch library implementing implicit reparameterization gradients for continuous distributions that lack tractable inverse CDFs.

Based on: M. Figurnov, S. Mohamed, A. Mnih, Implicit Reparameterization Gradients, NeurIPS 2018.

Overview

• Implicit Reparameterization Trick

Getting Started

• Installation

API Reference

• Distributions
  • Beta
  • Dirichlet
  • Gamma
  • ImplicitReparam
  • MixtureSameFamily
  • Normal
  • StudentT
  • VonMises
  • cdf_func()
  • cosxm1()
  • von_mises_cdf_normal()
  • von_mises_cdf_series()

Indices

• Index

• Module Index