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CNF-TPR

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Name		Name	Last commit message	Last commit date
assets		assets
datasets		datasets
diagnostics		diagnostics
imgs		imgs
lib		lib
vae_lib		vae_lib
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
run_cnf.sh		run_cnf.sh
run_tabular.sh		run_tabular.sh
run_toy.sh		run_toy.sh
run_vae.sh		run_vae.sh
train_cnf.py		train_cnf.py
train_discrete_tabular.py		train_discrete_tabular.py
train_discrete_toy.py		train_discrete_toy.py
train_img2d.py		train_img2d.py
train_misc.py		train_misc.py
train_tabular.py		train_tabular.py
train_toy.py		train_toy.py
train_vae_flow.py		train_vae_flow.py
viz_2d_traj.py		viz_2d_traj.py
viz_2d_traj_img.py		viz_2d_traj_img.py

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Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization

Prerequisites

pytorch

Datasets

Tabular (UCI + BSDS300)

Follow instructions from https://github.com/gpapamak/maf and place them in data/.

VAE datasets

Follow instructions from https://github.com/riannevdberg/sylvester-flows and place them in data/.

Usage

The commands to run experiments are in the run_*.sh files. You can directly execute these files.

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