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Normalizing Flows (Papers)

Codes accompanying "normalizing flows" papers.
9 repositories

Pytorch Implemetation for our NAACL2019 Paper "Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling" https://arxiv.org/abs/1904.02399

Python 63 4 Updated Apr 1, 2020

Code for Graph Normalizing Flows.

Python 63 10 Updated Oct 28, 2019

Generative Flow based Sequence-to-Sequence Toolkit written in Python.

Python 247 31 Updated Jan 28, 2020

Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"

Python 290 35 Updated Feb 1, 2021

Manifold-learning flows (ℳ-flows)

Jupyter Notebook 233 27 Updated Nov 13, 2020
Shell 149 17 Updated Mar 28, 2022

GraphNVP: An Invertible Flow Model for Generating Molecular Graphs

Python 98 18 Updated Jun 21, 2022

Code for Neural Spline Flows paper

Python 285 45 Updated Oct 19, 2025

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

Python 244 43 Updated Sep 3, 2018