normalizing-flow topic

List normalizing-flow repositories

normalizing-flows

622
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95
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PyTorch implementation of normalizing flow models

real-nvp-pytorch

132
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27
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Real NVP PyTorch a Minimal Working Example | Normalizing Flow

SRFlow

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112
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Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

HCFlow

186
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28
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Official PyTorch code for Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling (HCFlow, ICCV2021)

RG-Flow

82
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11
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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

pde-surrogate

121
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49
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Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

NeuralRG

78
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21
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Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and normalizing flow.

planar-flow-pytorch

18
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14
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Pytorch implementation of Planar Flow

DGBM

25
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1
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Distributional Gradient Boosting Machines