Ecosyste.ms: Issues

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GitHub / clementchadebec/benchmark_VAE issues and pull requests

#160 - bug

Issue - State: open - Opened by fenneishi about 1 month ago - 1 comment

#159 - Discussion about samplers

Issue - State: closed - Opened by LindiaC 2 months ago - 1 comment

#157 - How to use Sample with MINST and VQVAE?

Issue - State: open - Opened by Vadim2S 3 months ago

#156 - Potential Bug in WAE-MMD loss function

Issue - State: closed - Opened by tomastokar 4 months ago - 3 comments

#154 - How to map latent embeddings to raw data space?

Issue - State: closed - Opened by jackchenwen 5 months ago - 1 comment

#153 - pin_memory in DataLoader

Issue - State: open - Opened by psteinb 6 months ago - 1 comment

#152 - MPS support

Issue - State: open - Opened by francescomalandrino 7 months ago

#151 - add MPS support to base_trainer.py

Pull Request - State: open - Opened by francescomalandrino 7 months ago

#150 - About training vae for discrete-valued data

Issue - State: open - Opened by Melon-Xu 7 months ago - 4 comments

#149 - Update github workflows

Pull Request - State: closed - Opened by clementchadebec 7 months ago

#148 - PixelCNNSampler sample function fix

Pull Request - State: closed - Opened by willxxy 7 months ago - 1 comment

#147 - PixelCNNSampler sample function bug

Issue - State: closed - Opened by willxxy 7 months ago - 5 comments

#146 - PixelCNNSampler Trained Model Deletion

Issue - State: closed - Opened by willxxy 7 months ago - 2 comments

#145 - Add possibility to use pythae with lightning library

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

#144 - How to use latent variables to achieve downstream tasks

Issue - State: open - Opened by 735422713 9 months ago - 1 comment

#143 - How do set y neq x

Issue - State: open - Opened by bentoayr 10 months ago - 1 comment

#141 - RealNVP Flow Sampler

Issue - State: open - Opened by justinhou95 11 months ago - 1 comment

#140 - Add model - Hierarchical Residual Quantization (HRQVAE)

Pull Request - State: closed - Opened by tomhosking 11 months ago - 2 comments

#139 - BCE reconstruction loss for RHVAE

Issue - State: closed - Opened by axu-git 11 months ago - 1 comment

#138 - Issue with Changing `embedding_dim` in VQ-VAE Model

Issue - State: open - Opened by arsh-rl 11 months ago - 1 comment

#133 - Integrate with Pytorch Lightning

Issue - State: closed - Opened by axu-git 12 months ago - 2 comments

#132 - nan in training loss when I run RHVAE tutorial on my local machine

Issue - State: closed - Opened by axu-git 12 months ago - 4 comments

#131 - nan when training RHVAE following google colab on my local machine

Issue - State: closed - Opened by axu-git 12 months ago - 1 comment

#126 - Embed function returning different results

Issue - State: closed - Opened by ErfanMowlaei about 1 year ago - 2 comments
Labels: question

#125 - Bug where vq loss is small compared to recon loss

Pull Request - State: closed - Opened by ctr26 about 1 year ago - 2 comments

#124 - Sum vs Mean for reconstruction loss

Issue - State: closed - Opened by ctr26 about 1 year ago - 9 comments
Labels: question

#123 - get_nll function in vae_model

Issue - State: closed - Opened by weikaiyun about 1 year ago

#122 - Update setup.py

Pull Request - State: closed - Opened by clementchadebec about 1 year ago

#121 - WandB callback does not record enough information

Issue - State: open - Opened by lyangfan about 1 year ago - 4 comments
Labels: enhancement, feature request

#120 - Posterior Sampling for PVAE

Issue - State: open - Opened by ErfanMowlaei about 1 year ago - 8 comments

#119 - 'max_norm' in train interface

Issue - State: open - Opened by lyangfan about 1 year ago - 1 comment
Labels: feature request

#118 - Cannot load the 'encoder.pkl'

Issue - State: closed - Opened by lyangfan about 1 year ago - 3 comments
Labels: question

#117 - Model export

Issue - State: open - Opened by ctr26 about 1 year ago
Labels: enhancement

#116 - bump torch python

Pull Request - State: open - Opened by clementchadebec over 1 year ago

#115 - bump torch

Pull Request - State: closed - Opened by clementchadebec over 1 year ago

#114 - Update .readthedocs.yml

Pull Request - State: closed - Opened by clementchadebec over 1 year ago

#113 - fixes docs

Pull Request - State: closed - Opened by clementchadebec over 1 year ago

#112 - fixes #110 & fix some tests & black 23.10

Pull Request - State: closed - Opened by clementchadebec over 1 year ago

#110 - Encoder class in BaseAE is 'BaseDecoder'

Issue - State: closed - Opened by jdauvill over 1 year ago - 1 comment
Labels: bug

#109 - merge in data loader

Pull Request - State: closed - Opened by SkycoinSynth over 1 year ago

#108 - Fix dataset gen pipeline

Pull Request - State: closed - Opened by clementchadebec over 1 year ago

#107 - remove asserts in samplers

Pull Request - State: closed - Opened by clementchadebec over 1 year ago

#106 - Typo correction in gaussian_mixture_sampler.py

Pull Request - State: closed - Opened by nicolassalvy over 1 year ago

#105 - migration to `pydantic>=2.*`

Pull Request - State: closed - Opened by clementchadebec over 1 year ago

#104 - Unify gaussian likelihoods

Pull Request - State: closed - Opened by clementchadebec over 1 year ago

#103 - Error Loading Embeddings in Different Environment from Training

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

#102 - ArithmeticError: NaN detected in train loss

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

#100 - Allow use of dataloader when calling TrainingPipeline

Pull Request - State: closed - Opened by paul-english over 1 year ago - 4 comments

#99 - Patch `pydantic` release

Pull Request - State: closed - Opened by clementchadebec over 1 year ago

#98 - predict overridden in rhvae

Pull Request - State: closed - Opened by soumickmj over 1 year ago - 1 comment

#96 - How to evaluate models?

Issue - State: open - Opened by liang-hou over 1 year ago - 3 comments
Labels: feature request

#95 - Update README.md

Pull Request - State: closed - Opened by liang-hou over 1 year ago

#94 - Update README.md

Pull Request - State: closed - Opened by liang-hou over 1 year ago - 1 comment

#92 - Add start_epoch variable to base trainer train()

Pull Request - State: open - Opened by liamchalcroft over 1 year ago - 1 comment

#91 - Customize models for different image sizes

Issue - State: open - Opened by 1180597-JoaoCampos over 1 year ago - 7 comments

#90 - Add AMP support to BaseTrainer

Pull Request - State: closed - Opened by liamchalcroft over 1 year ago - 2 comments

#89 - [MODEL REQUEST] GWAE

Issue - State: open - Opened by 943fansi almost 2 years ago - 1 comment
Labels: new model

#88 - helper script that downloads benchmark data using torchvision

Pull Request - State: closed - Opened by psteinb almost 2 years ago - 2 comments

#87 - `ray` integration

Pull Request - State: open - Opened by clementchadebec almost 2 years ago

#86 - Integrate Ray tune with the base trainer class

Issue - State: open - Opened by shrave almost 2 years ago - 1 comment
Labels: question, feature request

#85 - L1 loss added to the models

Pull Request - State: open - Opened by soumickmj almost 2 years ago

#84 - update citation

Pull Request - State: closed - Opened by clementchadebec almost 2 years ago

#83 - Add custom collate function

Pull Request - State: closed - Opened by fbosshard almost 2 years ago - 3 comments

#81 - VAE for tabular data for dimension reduction

Issue - State: open - Opened by caimiao0714 almost 2 years ago - 7 comments
Labels: question

#80 - Return the random indices selected to reconstruct "recon_x"

Pull Request - State: closed - Opened by soumickmj almost 2 years ago

#78 - Sampling Disentangled Representation

Issue - State: open - Opened by aissak21 almost 2 years ago
Labels: feature request

#76 - base method to return input data embeddings

Pull Request - State: closed - Opened by tbouchik about 2 years ago - 3 comments

#75 - predict method in the base, homogenising recon_loss

Pull Request - State: closed - Opened by soumickmj about 2 years ago - 5 comments

#74 - distributed training

Pull Request - State: closed - Opened by clementchadebec about 2 years ago
Labels: enhancement

#73 - Add predict method for reconstruction

Pull Request - State: closed - Opened by ravih18 about 2 years ago - 3 comments

#72 - Nan values in loss with SVAE

Issue - State: closed - Opened by ravih18 about 2 years ago - 1 comment

#71 - Returning callback results when calling pipelines' train method

Pull Request - State: closed - Opened by VolodyaCO about 2 years ago - 4 comments

#70 - Allow distributed training

Issue - State: closed - Opened by clementchadebec about 2 years ago
Labels: enhancement, feature request

#69 - Implementation of 3D MSSSIM

Pull Request - State: closed - Opened by ravih18 about 2 years ago

#68 - MSSSIM VAE is not working with 3D inputs

Issue - State: closed - Opened by ravih18 about 2 years ago - 2 comments
Labels: feature request

#67 - fix gh actions sklearn

Pull Request - State: closed - Opened by clementchadebec about 2 years ago

#66 - Fix minor error in cuda dictionnary constructor

Pull Request - State: closed - Opened by ravih18 about 2 years ago - 1 comment

#64 - Multimodality Data Training

Issue - State: closed - Opened by JunweiLiu0208 over 2 years ago - 4 comments
Labels: feature request

#63 - How to input with ImageDataGenerator ?

Issue - State: closed - Opened by dangmanhtruong1995 over 2 years ago - 2 comments
Labels: question

#62 - Loss value history

Issue - State: closed - Opened by VolodyaCO over 2 years ago - 3 comments
Labels: question

#61 - [MODEL REQUEST] TopoAE

Issue - State: open - Opened by cakiki over 2 years ago - 1 comment
Labels: new model

#60 - Fix Comet links

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

#59 - Compatibility with python3.8+

Pull Request - State: closed - Opened by VolodyaCO over 2 years ago - 1 comment

#58 - Can't install due to pickle5 dependency

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

#57 - Add context to VAE-IAF

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

#56 - Integration of `comet_ml`

Pull Request - State: closed - Opened by clementchadebec over 2 years ago - 1 comment

#55 - Comet for Experiment Tracking

Issue - State: closed - Opened by sherpan over 2 years ago - 1 comment
Labels: feature request

#54 - Multiply/Partially/Combination IWAE

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

#53 - Models request: MIWAE, CIWAE, PIWAE

Issue - State: closed - Opened by clementchadebec over 2 years ago
Labels: new model

#52 - cifar10 data visualization

Issue - State: closed - Opened by jprachir over 2 years ago - 3 comments
Labels: question

#51 - PoincaréVAE

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

#49 - Custom dataset

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

#48 - Integration of `mlflow`

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

#47 - add VAE LSTM example

Pull Request - State: closed - Opened by clementchadebec over 2 years ago - 1 comment