Ecosyste.ms: Issues

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GitHub / AntixK/PyTorch-VAE issues and pull requests

#100 - Model reasoning and training one's own data

Issue - State: open - Opened by qianxuQ 3 months ago

#99 - Why the model can only train on size of [64, 64]?

Issue - State: open - Opened by ohhh-yang 3 months ago

#97 - comment

Pull Request - State: closed - Opened by dantougit 5 months ago

#96 - Feature out

Pull Request - State: closed - Opened by master-chou 5 months ago

#95 - TypeError: loss = recons_loss + kld_weight * kld_loss

Issue - State: open - Opened by folasefo 6 months ago - 14 comments

#94 - Rye and clean

Pull Request - State: closed - Opened by MisterBourbaki 6 months ago

#93 - Problem of dataset

Issue - State: open - Opened by kuailexiaohunzi 7 months ago - 19 comments

#92 - Problem about KL loss when training CVAE model.

Issue - State: open - Opened by dayunyan 7 months ago - 2 comments

#91 - f'The provided lr scheduler "{scheduler}" is invalid'

Issue - State: open - Opened by luoclab 7 months ago - 6 comments

#90 - Mistake in experiment.py file

Issue - State: open - Opened by jarvis008 8 months ago - 1 comment

#89 - Wrong order of channel numbers for encoder vs. decoder?

Issue - State: closed - Opened by brockbrownwork 8 months ago - 1 comment

#87 - About VQ-VAE

Issue - State: open - Opened by VLadImirluren 9 months ago

#86 - Question about Reconstructing Data and Interpreting Latent Space

Issue - State: open - Opened by armarion 9 months ago - 1 comment

#84 - value error

Issue - State: closed - Opened by ShengJinhao 11 months ago - 2 comments

#83 - Problems when using custom dataset

Issue - State: open - Opened by denisb411 almost 1 year ago - 8 comments

#82 - add reset+ema for vq-vae

Pull Request - State: open - Opened by SatireY about 1 year ago

#81 - MisconfigurationException

Issue - State: open - Opened by Russellbjtu about 1 year ago - 1 comment

#79 - Temperature setting in CAT-VAE model

Issue - State: open - Opened by dailingjun over 1 year ago

#78 - Custom dataset

Issue - State: open - Opened by Ryan910702 over 1 year ago - 1 comment

#77 - VSCode for Mac

Issue - State: open - Opened by pri101 over 1 year ago

#76 - package versions - reproductibility

Issue - State: open - Opened by equalmc2 over 1 year ago - 1 comment

#74 - Stuck at Validation sanity check: 0it [00:00, ?it/s]

Issue - State: open - Opened by AminMoradiXL over 1 year ago

#73 - How to tansfer "nccl" to "gloo"?

Issue - State: open - Opened by XinyiZhang0724 over 1 year ago - 2 comments

#72 - about how to test a image for vae

Issue - State: open - Opened by leizhu1989 almost 2 years ago - 1 comment

#71 - Training VQVAE dose not convergence.

Issue - State: open - Opened by henanjun almost 2 years ago - 4 comments

#70 - Wrong import version [solved]

Issue - State: open - Opened by ZJLEOWANG3 about 2 years ago

#69 - Mistake in Vanilla VAE loss

Issue - State: closed - Opened by Midren about 2 years ago - 3 comments

#68 - Possible mistake in vanilla_vae 'loss_function'

Issue - State: open - Opened by sh3rlock14 about 2 years ago - 3 comments

#67 - Recommended way to load the model after training?

Issue - State: open - Opened by peacej about 2 years ago - 2 comments

#66 - various import errors caused by PyTorch version being too new

Issue - State: open - Opened by peacej about 2 years ago

#65 - Socket conflict bug when running vanilla_vae with celeba dataset

Issue - State: open - Opened by BWN133 over 2 years ago - 2 comments

#64 - Access the latent space

Issue - State: open - Opened by gfiameni over 2 years ago - 3 comments

#63 - changed nn.Tanh() output layers to nn.Sigmoid()

Pull Request - State: open - Opened by HareshKarnan over 2 years ago - 1 comment

#62 - Question about whether to sample

Issue - State: open - Opened by ShellingFord221 over 2 years ago

#61 - Need the ability to resume training from a saved checkpoint

Pull Request - State: open - Opened by pulinagrawal over 2 years ago

#60 - VAE with variational nested dropout

Pull Request - State: open - Opened by ralphc1212 over 2 years ago - 1 comment

#59 - VAE with variational nested dropout

Pull Request - State: closed - Opened by ralphc1212 over 2 years ago

#58 - Some questions regarding decoder in vanilla_vae

Issue - State: open - Opened by ruby-stha over 2 years ago - 1 comment

#57 - python 3.5 no longer supported

Issue - State: open - Opened by andrebeu over 2 years ago

#56 - KLD Weight

Issue - State: open - Opened by abyildirim over 2 years ago - 5 comments

#55 - why is sample not implemented in vq vae

Issue - State: open - Opened by zuujhyt over 2 years ago - 2 comments

#54 - Setting for gamma and max_capacity in Beta_VAE

Issue - State: open - Opened by WNZhao1988 over 2 years ago - 2 comments

#53 - bug fix IWAE: use SGVB1 instead of SGVB2, detach sample weights gradi…

Pull Request - State: open - Opened by tongdaxu over 2 years ago - 1 comment

#52 - Generalise hard coded values

Issue - State: open - Opened by rishabh-ranjan over 2 years ago - 2 comments

#51 - VQ VAE model's reconstruction is a black image

Issue - State: closed - Opened by ashishk88 over 2 years ago - 3 comments

#50 - integrate with Lightning ecosystem CI

Issue - State: open - Opened by Borda almost 3 years ago

#49 - Image size of 128 and 256

Issue - State: closed - Opened by working12 almost 3 years ago - 1 comment

#48 - Input and decoder output value ranges

Issue - State: open - Opened by royhj almost 3 years ago - 1 comment

#47 - changed dataset

Pull Request - State: closed - Opened by AntixK almost 3 years ago

#46 - Pytorch lightning 1.5.6

Pull Request - State: closed - Opened by AntixK almost 3 years ago

#45 - The generated samples are not great for WAE_MMD

Issue - State: open - Opened by WonderSeven almost 3 years ago - 2 comments

#44 - Custom dataset.

Issue - State: closed - Opened by MajesticSoftware almost 3 years ago - 1 comment

#43 - Beta VAE: Strange input & output channels

Issue - State: closed - Opened by ZechCal almost 3 years ago - 2 comments

#42 - Torch Issue

Issue - State: closed - Opened by francisbitontistudio about 3 years ago - 1 comment

#41 - Sign issue in gaussian kernel function of MS-SSIM-VAE

Issue - State: open - Opened by tobias-haenel about 3 years ago

#39 - Dynamic Range in MS-SSIM-Loss

Issue - State: closed - Opened by tobias-haenel about 3 years ago - 4 comments

#38 - CIFAR-10 results not good

Issue - State: closed - Opened by PatrickBue about 3 years ago - 2 comments

#37 - Why is img_size default to 64?

Issue - State: closed - Opened by toekneechin777 about 3 years ago - 3 comments

#36 - Dynamic batch size in Beta-tcvae

Issue - State: open - Opened by OneDirection9 over 3 years ago

#35 - KL Weight

Issue - State: closed - Opened by AlejandroTL over 3 years ago - 2 comments

#34 - Problems of IWAE ELBO Loss

Issue - State: open - Opened by GloryyrolG over 3 years ago - 5 comments

#33 - Cant install requirements

Issue - State: closed - Opened by akakream over 3 years ago - 2 comments

#32 - Sampling Vanilla VAE

Issue - State: open - Opened by ethancohen123 over 3 years ago - 3 comments

#31 - Modification for Test

Issue - State: open - Opened by GloryyrolG over 3 years ago - 3 comments

#30 - Update to Latest Pytorch_Lightning

Issue - State: closed - Opened by RyannDaGreat over 3 years ago - 2 comments

#29 - Image size

Issue - State: closed - Opened by arnaghizadeh over 3 years ago - 2 comments

#28 - Permutation Function for FactorVAE

Issue - State: open - Opened by DexterJZ over 3 years ago - 1 comment

#27 - Dataset not found (running in a google colab sheet)

Issue - State: open - Opened by A7F over 3 years ago - 6 comments

#26 - Bump pyyaml from 5.1.2 to 5.4

Pull Request - State: closed - Opened by dependabot[bot] over 3 years ago - 1 comment
Labels: dependencies

#25 - KL calculation in ladder VAE

Issue - State: open - Opened by MordehayM over 3 years ago

#24 - LibTorch VAE Implementation

Issue - State: closed - Opened by pranav-vempati over 3 years ago - 1 comment

#23 - Why do you multiply kwargs['M_N'] in kld_loss?

Issue - State: closed - Opened by eezywu almost 4 years ago - 3 comments

#22 - Why is sampling N/A for VQ-VAE?

Issue - State: closed - Opened by lastras almost 4 years ago - 1 comment

#21 - fix for pytorch_lightning >= 1.0.0

Pull Request - State: open - Opened by GPla almost 4 years ago - 2 comments

#20 - fix import

Pull Request - State: closed - Opened by GPla almost 4 years ago

#19 - The reconstruction fails

Issue - State: open - Opened by MianchuWang almost 4 years ago - 2 comments

#18 - minor glitches

Pull Request - State: closed - Opened by botkevin almost 4 years ago - 1 comment

#17 - minor glitches

Pull Request - State: closed - Opened by botkevin almost 4 years ago - 1 comment

#16 - Nan in loss function in TC-Beta VAE

Issue - State: open - Opened by arijitthegame almost 4 years ago - 2 comments

#15 - Negative value of STD (log_var) in latent representation.

Issue - State: open - Opened by TimofeyKruk about 4 years ago - 2 comments

#14 - In factor vae: an inplace problem occurred when using loss.backward

Issue - State: open - Opened by anewusername77 about 4 years ago - 2 comments

#13 - Why not use rsample() PyTorch

Issue - State: closed - Opened by btilmon about 4 years ago - 2 comments

#12 - Why not use rsample() PyTorch?

Issue - State: closed - Opened by btilmon about 4 years ago

#11 - Vanilla-VAE and usage of kld_weight

Issue - State: closed - Opened by ksachdeva about 4 years ago - 2 comments

#10 - AttributeError: 'VAEXperiment' object has no attribute '_lazy_train_dataloader'

Issue - State: closed - Opened by Jia-Bin about 4 years ago - 2 comments

#9 - Sampling in the Vamp VAE model

Issue - State: closed - Opened by QipengGuo over 4 years ago - 1 comment

#8 - Linear layer weight init question

Issue - State: open - Opened by BangguWu over 4 years ago

#7 - Val loss mismatch with train loss

Issue - State: open - Opened by sachit-menon over 4 years ago

#6 - running program on macOS

Issue - State: closed - Opened by ForeverAT over 4 years ago - 3 comments

#5 - Error

Issue - State: closed - Opened by Hossein-Askari over 4 years ago - 5 comments

#4 - Dataset CIFAR-10

Issue - State: closed - Opened by josianerodrigues over 4 years ago - 1 comment

#3 - lightning 0.7.2

Issue - State: closed - Opened by williamFalcon over 4 years ago - 3 comments

#2 - Issues with newest version of Lightning (0.7.0 & 0.7.1)

Issue - State: closed - Opened by BradWyble over 4 years ago - 3 comments
Labels: bug, good first issue

#1 - Installation error

Issue - State: closed - Opened by willgdjones over 4 years ago - 4 comments
Labels: help wanted