score_sde:通过随机微分方程式基于分数的生成建模的官方代码（ICLR2021，口头）_VESDE资源-CSDN文库

共73个文件

py：62个

jpg：4个

jpeg：3个

generative-models

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package

score_sde-main.zip （73个子文件）

folder

score_sde-main

sampling.py 19KB

sde_lib.py 7KB

likelihood.py 5KB

controllable_generation.py 14KB

folder

models

up_or_down_sampling.py 14KB

ncsnpp.py 9KB

utils.py 10KB

layerspp.py 7KB

__init__.py 608B

wideresnet_noise_conditional.py 10KB

normalization.py 5KB

layers.py 18KB

ddpm.py 4KB

ncsnv2.py 13KB

evaluation.py 5KB

folder

configs

folder

subvp

cifar10_ddpmpp_deep_continuous.py 2KB

cifar10_ddpm_continuous.py 1KB

cifar10_ncsnpp_continuous.py 2KB

cifar10_ddpmpp_continuous.py 2KB

cifar10_ncsnpp_deep_continuous.py 2KB

folder

vp

cifar10_ddpmpp_deep_continuous.py 2KB

cifar10_ncsnpp_continuous.py 2KB

cifar10_ncsnpp.py 2KB

folder

ddpm

celebahq.py 2KB

cifar10.py 1KB

bedroom.py 2KB

church.py 2KB

cifar10_continuous.py 1KB

cifar10_unconditional.py 1KB

cifar10_ddpmpp_continuous.py 2KB

cifar10_ncsnpp_deep_continuous.py 2KB

cifar10_ddpmpp.py 2KB

default_cifar10_configs.py 2KB

default_lsun_configs.py 2KB

default_celeba_configs.py 2KB

folder

ve

church_ncsnpp_continuous.py 2KB

bedroom_ncsnpp_continuous.py 2KB

celebahq_256_ncsnpp_continuous.py 2KB

ffhq_ncsnpp_continuous.py 3KB

folder

ncsn

cifar10_124.py 2KB

celeba_124.py 2KB

cifar10_5.py 2KB

cifar10_1245.py 2KB

celeba_5.py 2KB

cifar10.py 2KB

celeba.py 2KB

celeba_1245.py 2KB

folder

ncsnv2

cifar10.py 2KB

bedroom.py 2KB

celeba.py 2KB

celeba_ncsnpp.py 2KB

celebahq_ncsnpp_continuous.py 3KB

ffhq_256_ncsnpp_continuous.py 2KB

cifar10_ncsnpp_continuous.py 2KB

cifar10_ncsnpp.py 2KB

cifar10_ncsnpp_deep_continuous.py 2KB

cifar10_ddpm.py 1KB

utils.py 4KB

datasets.py 8KB

main.py 2KB

requirements.txt 202B

Score_SDE_demo.ipynb 4.28MB

folder

assets

bedroom.jpeg 76KB

ffhq_256.jpg 70KB

ffhq_1024.jpeg 139KB

celebahq_256.jpg 72KB

church.jpeg 121KB

ffhq_samples.jpg 117KB

schematic.jpg 508KB

losses.py 10KB

README.md 14KB

run_lib.py 26KB

.gitignore 254B

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