Python normalizing-flows

Open-source Python projects categorized as normalizing-flows
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Topics: density-estimation Pytorch generative-model Deep Learning awesome-list
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Top 6 Python normalizing-flow Projects

  • benchmark_VAE

    Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

  • awesome-normalizing-flows

    Awesome resources on normalizing flows.

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  • nflows

    Normalizing flows in PyTorch

  • zuko

    Normalizing flows in PyTorch

  • cflow-ad

    Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"

  • HuManiFlow

    [CVPR 2023] Code repository for HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation

    • Project mention: [R] HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation | /r/MachineLearning | 2023-06-04

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python normalizing-flows related posts

  • [P] Zuko, a fresh approach to normalizing flows in PyTorch

    4 projects | /r/MachineLearning | 7 Feb 2023

  • [D] Understanding Generative Flow

    1 project | /r/MachineLearning | 22 Jul 2021

Index

What are some of the best open-source normalizing-flow projects in Python? This list will help you:

Project Stars
1 benchmark_VAE 1,691
2 awesome-normalizing-flows 1,302
3 nflows 805
4 zuko 252
5 cflow-ad 221
6 HuManiFlow 67

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