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24 search results found

Awesome Normalizing Flows ⭐ 1,232

Awesome resources on normalizing flows.

Normalizing flows in PyTorch

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

Normalizing Flows ⭐ 520

PyTorch implementation of normalizing flow models

Normalizing Flows ⭐ 255

Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.

Normalizing_flows ⭐ 202

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

Pytorch implementation of Block Neural Autoregressive Flow

Normalizing Flows ⭐ 135

Implementation of normalizing flows in TensorFlow 2 including a small tutorial.

Manifold Flow ⭐ 131

Manifold-learning flows (ℳ-flows)

Sylvester Flows ⭐ 126

Normalizing Flows ⭐ 108

Understanding normalizing flows

Variational Inference With Normalizing Flows ⭐ 106

Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)

Implementation of Unconstrained Monotonic Neural Network and the related experiments. These architectures are particularly useful for modelling monotonic transformations in normalizing flows.

Pytorchdiscreteflows ⭐ 68

Discrete Normalizing Flows implemented in PyTorch

This is project page for the paper "RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior". Paper link: https://arxiv.org/abs/2010.00029

Nanoflow ⭐ 53

PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity."

Vae_householder_flow ⭐ 53

Code for the paper "Improving Variational Auto-Encoders using Householder Flow" (https://arxiv.org/abs/1611.09630)

Constant Memory Waveglow ⭐ 36

PyTorch implementation of NVIDIA WaveGlow with constant memory cost.

[NeurIPS2020] The official repository of "AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows".

Flowtorch ⭐ 25

Separating Normalizing Flows code from Pyro and improving API

Mongeampereflow ⭐ 20

Continuous-time gradient flow for generative modeling and variational inference

Continuousnormalizingflows.jl ⭐ 19

Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia

Torch Mnf ⭐ 19

Multiplicative Normalizing Flows in PyTorch.

Normalizing Flows ⭐ 15

Implementations of normalizing flows using python and tensorflow

Normalizing_flows ⭐ 13

Implementation of Normalizing flows on MNIST https://arxiv.org/abs/1505.05770

Dpf Nets ⭐ 11

Flow-based generative model for 3D point clouds.

Planar Flow Pytorch ⭐ 9

Pytorch implementation of Planar Flow

Normalizingflownetwork ⭐ 6

Bayesian and ML Implementation of the Normalizing Flow Network (NFN)

Normalizing Flows ⭐ 6

This repository offers an implementation of some common architectures for normalizing flows.

Normalizing flows for neuro-symbolic AI

Flowconductor ⭐ 5

(Conditional) Normalizing Flows in PyTorch. Offers a wide range of (conditional) invertible neural networks.

Planar Flows ⭐ 5

PyTorch implementation of planar flows

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