Maf

Module: generative_models.models.flow.maf

Source: generative_models/models/flow/maf.py

Overview

Masked Autoregressive Flow (MAF) implementation.

Based on the paper "Masked Autoregressive Flow for Density Estimation" by Papamakarios et al. Reference implementations from benchmark_VAE and other sources are used as guidance.

Classes

MAF

class MAF

MAFLayer

class MAFLayer

Functions

call

def __call__()

init

def __init__()

init

def __init__()

forward

def forward()

inverse

def inverse()

inverse

def inverse()

log_prob

def log_prob()

sample

def sample()

Module Statistics

• Classes: 2
• Functions: 8
• Imports: 7