piEsposito/blitz-bayesian-deep-learning issues and pull requests

#119 - dataset change due to the fact that the old one is no longer supported

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

#118 - GPU vs CPU Bug

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

#117 - Weight Uncertainty in Neural Networks

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

#116 - Update README.md Typo

Pull Request - State: closed - Opened by kamilkrukowski almost 2 years ago - 1 comment

#115 - Loss issue

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

#114 - Question about "It is possible to optimize the trainable weights"?

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

#113 - torch.nn.Sequential with BliTZ

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

#112 - Error in BayesianRNN class

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

#111 - Fix a typo in README.md

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

#110 - bugfix - zeroed bias need to inherit device

Pull Request - State: closed - Opened by Lkruitwagen almost 3 years ago - 1 comment

#109 - when bias=False the zero bias tensor is not moved to gpu

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

#108 - Question about a parameter of model.sample_elbo

Issue - State: open - Opened by KQL11 almost 3 years ago - 2 comments

#107 - Radial BNN implementation is wrong

Issue - State: open - Opened by ishan-m almost 3 years ago

#106 - Questions about prior distributions

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

#105 - add conda recipe

Pull Request - State: closed - Opened by sarthakpati about 3 years ago - 1 comment

#104 - Add a conda recipe

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

#103 - Documentation Website

Issue - State: open - Opened by abhi-glitchhg about 3 years ago

#102 - remove \mathcall

Pull Request - State: closed - Opened by Hongchenglong about 3 years ago

#101 - result seems not good on Bosten example

Issue - State: open - Opened by hangzhang23 about 3 years ago

#100 - High loss when using bayesian lstm instead of standard lstm

Issue - State: open - Opened by amroghoneim about 3 years ago - 6 comments

#99 - Using Bayesian LSTM with a small dataset

Issue - State: open - Opened by yongen9696 about 3 years ago

#98 - module.log_prior is -inf

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

#97 - Model predictions and uncertainty

Issue - State: open - Opened by asadabbas09 over 3 years ago

#96 - Some error about model.sample_elbo

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

#95 - Added unit test @test_elbo_detailed_loss_sampler in variational_estimator_test.py

Pull Request - State: closed - Opened by filljonas over 3 years ago - 2 comments

#94 - Interface features both parts of the ELBO-loss (likelihood part and performance part)

Pull Request - State: closed - Opened by filljonas over 3 years ago - 5 comments

#93 - stocks-blstm.ipynb

Issue - State: open - Opened by waudinio27 over 3 years ago - 4 comments

#92 - Hidden Layer in class BayesianLSTM

Issue - State: closed - Opened by yongen9696 over 3 years ago - 1 comment

#91 - Questions regarding weight modeling

Issue - State: closed - Opened by Philippe-Drolet over 3 years ago

#90 - Added a small number to fix numeric problems in the log_prior

Pull Request - State: closed - Opened by donhauser over 3 years ago

#89 - The number of parameters is doubled

Issue - State: open - Opened by sansiro77 over 3 years ago - 5 comments

#88 - Make the boston example converge in readme

Pull Request - State: closed - Opened by mephody-bro over 3 years ago - 1 comment

#87 - Bayesian GRU

Issue - State: open - Opened by Anusha851 over 3 years ago - 2 comments

#86 - Bayesian Embedding Implementation

Issue - State: open - Opened by Anusha851 over 3 years ago

#85 - Import error

Issue - State: closed - Opened by Anusha851 over 3 years ago

#84 - Blitz Bayesian model wrapped in DataParallel not using multiple GPUs

Issue - State: open - Opened by jsanket123 over 3 years ago - 2 comments

#83 - loss in regression task

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

#82 - ValueError: The value argument must be within the support

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

#81 - Providing a minimal working example

Issue - State: closed - Opened by j0rd1smit almost 4 years ago - 5 comments

#80 - Bayesian UNet

Issue - State: closed - Opened by amsinha9 almost 4 years ago - 1 comment

#79 - What does sample_nbr mean in the sample_elbo method ?

Issue - State: closed - Opened by CatNofishing almost 4 years ago - 5 comments

#78 - A suggestion to Blitz

Issue - State: closed - Opened by HDRah almost 4 years ago - 2 comments

#77 - Elbo loss converging but accuracy doesn't improve

Issue - State: open - Opened by pbischoff almost 4 years ago - 5 comments

#76 - Why my loss becomes NAN

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

#75 - Question regards to validation

Issue - State: closed - Opened by Erickurashi almost 4 years ago - 9 comments

#74 - Image inference of a BayesianCNN on the MNIST dataset

Issue - State: closed - Opened by pieterblok almost 4 years ago - 2 comments

#73 - Uncertainties on input data

Issue - State: closed - Opened by JSM-dfm about 4 years ago - 1 comment

#72 - weights std in BayesianLinear

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

#71 - GPU compatible if bias is set to zero conv2d fixed

Pull Request - State: closed - Opened by Hannan4252 about 4 years ago - 5 comments

#70 - Problem on data type (.float()/.double())

Issue - State: open - Opened by sansiro77 about 4 years ago - 2 comments

#69 - freeze_, unfreeze_ vs model.eval()/model.train()

Issue - State: open - Opened by pythonometrist about 4 years ago - 1 comment

#68 - Huge Memory Demand

Issue - State: closed - Opened by serop96 about 4 years ago - 8 comments

#67 - fix minibatch weight

Pull Request - State: closed - Opened by sansiro77 about 4 years ago

#66 - Typo in minibatch_weighting.py

Issue - State: closed - Opened by sansiro77 about 4 years ago - 2 comments

#65 - Fix: bayesian regression example

Pull Request - State: closed - Opened by piotr-rarus about 4 years ago - 1 comment

#64 - Bayesian representation of non-linear layers

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

#63 - add layer wrappers for flipout and radial bnn

Pull Request - State: closed - Opened by piEsposito about 4 years ago

#62 - update pytorch requirement to 1.7

Pull Request - State: closed - Opened by piEsposito about 4 years ago

#61 - when can the modules be applied in pytorch1.7?

Issue - State: closed - Opened by Pu-nk about 4 years ago - 3 comments

#60 - Question about adding linear bayesian layers on top of a conv network

Issue - State: closed - Opened by asadabbas09 about 4 years ago - 3 comments

#59 - classification with freeze_ and unfreeze_

Issue - State: open - Opened by yongjin-shin over 4 years ago - 2 comments

#58 - Extra -0.5 in log_posterior()?

Issue - State: closed - Opened by isaac-cfwong over 4 years ago - 7 comments

#57 - A question in stocks price prediction

Issue - State: closed - Opened by coastline95 over 4 years ago - 4 comments

#56 - Using BNN to Make a Prediction

Issue - State: closed - Opened by PeterJin0617 over 4 years ago - 2 comments

#55 - Advice how to initialize prior_sigma_1, prior_sigma_2 and posterior_rho_init

Issue - State: closed - Opened by gismo07 over 4 years ago - 2 comments

#54 - Use looser version requirements

Pull Request - State: closed - Opened by marcosfelt over 4 years ago

#53 - How to enable posterior sharpening?

Issue - State: closed - Opened by ransari74 over 4 years ago - 4 comments

#52 - Question about calculating uncertainty for lstm Seq2Seq architecture

Issue - State: closed - Opened by ShellySrivastava over 4 years ago - 2 comments

#51 - Bayesian MLP not learning for regression tasks

Issue - State: closed - Opened by tiwalayo over 4 years ago - 8 comments

#50 - Variance of predictions is to small

Issue - State: closed - Opened by LukasWFurtner over 4 years ago - 6 comments

#49 - Boston regression example

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

#48 - Predictive Posterior with 0 Entropy

Issue - State: closed - Opened by jlevy44 over 4 years ago - 3 comments

#47 - Update requirements.txt

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#46 - pip install

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

#45 - ERROR: Could not find a version that satisfies the requirement torch==1.4.0

Issue - State: closed - Opened by rbunn80110 over 4 years ago - 2 comments

#44 - renamed scale mixture prior to prior weight dist

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#43 - -inf in log_prior and nan in loss breaks training

Issue - State: closed - Opened by rafaljanwojcik over 4 years ago - 6 comments

#42 - How to calculate the variance of prediction results when making predictions

Issue - State: closed - Opened by XingHYu over 4 years ago - 2 comments

#41 - Fix mean in sample_elbo

Pull Request - State: closed - Opened by waldeland over 4 years ago - 1 comment

#40 - ConvTranspose2d

Issue - State: closed - Opened by jlevy44 over 4 years ago - 5 comments

#39 - Initializing net parameters

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

#38 - feature: sharpen posterior for bayesian_rnn modules

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#37 - fix: gru introduced in flipout rnn

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#36 - feature: add peephole possibility to lstm

Pull Request - State: closed - Opened by ana-tamais over 4 years ago

#35 - features: bayesian GRU layer

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#34 - feature: introduce any torch distribution as prior

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#33 - error to test github action

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#32 - feature: add mfvi forward method to variational_estimator decorator

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#31 - feature: add layer wrapper for radial bnn

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#30 - feature: flipout wrapper for bayesian layer

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#29 - feature: add cifar10 example with prior for variational weights

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#28 - feature: add moped weight initializer

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#27 - fix: correct freeze_ unfreeze and freeze attr naming

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#26 - feature: action for unittests on pull request and push to master

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#25 - Specification of Additional Priors and Posterior MCMC

Issue - State: closed - Opened by jlevy44 over 4 years ago - 6 comments

#24 - Conv layers 1d and 3d

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#23 - Weight init

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#22 - feature: add bayesian embeddings

Pull Request - State: closed - Opened by piEsposito over 4 years ago

#21 - fix: .normal_() on self.eps_weight.data

Pull Request - State: closed - Opened by ana-tamais over 4 years ago

#20 - Bayesian Siamese Network

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

GitHub / piEsposito/blitz-bayesian-deep-learning issues and pull requests