piEsposito/blitz-bayesian-deep-learning

Issues

• Why my loss becomes NAN

  #76 opened 4 years ago by HDRah
  1

• GPU vs CPU Bug

  #118 opened a year ago by MarkDanielArndt
  0

• Question about a parameter of model.sample_elbo

  #108 opened 3 years ago by KQL11
  2

• Loss issue

  #115 opened 2 years ago by YongxiangLei
  1

• Weight Uncertainty in Neural Networks

  #117 opened 2 years ago by AmosJoseph
  0

• High loss when using bayesian lstm instead of standard lstm

  #100 opened 3 years ago by amroghoneim
  6

• Question about "It is possible to optimize the trainable weights"?

  #114 opened 2 years ago by lihuiliullh
  0

• Questions about prior distributions

  #106 opened 3 years ago by closeyourmoise
  2

• torch.nn.Sequential with BliTZ

  #113 opened 2 years ago by jeiglsperger
  1

• Error in BayesianRNN class

  #112 opened 2 years ago by LinglongQian
  1

• ValueError: The value argument must be within the support

  #82 opened 3 years ago by victor-yon
  2

• Extra -0.5 in log_posterior()?

  #58 opened 3 years ago by isaac-cfwong
  7

• Huge Memory Demand

  #68 opened 3 years ago by serop96
  8

• when bias=False the zero bias tensor is not moved to gpu

  #109 opened 3 years ago by Lkruitwagen
  3

• Add a conda recipe

  #104 opened 3 years ago by sarthakpati
  1

• Radial BNN implementation is wrong

  #107 opened 3 years ago by ishan-m
  0

• Questions regarding weight modeling

  #91 opened 3 years ago by Philippe-Drolet
  0

• Documentation Website

  #103 opened 3 years ago by abhi-glitchhg
  0

• result seems not good on Bosten example

  #101 opened 3 years ago by hangzhang23
  0

• Using Bayesian LSTM with a small dataset

  #99 opened 3 years ago by yongen9696
  0

• classification with freeze_ and unfreeze_

  #59 opened 4 years ago by yongjin-shin
  2

• module.log_prior is -inf

  #98 opened 3 years ago by jordantkohn
  3

• Model predictions and uncertainty

  #97 opened 3 years ago by asadabbas09
  0

• Elbo loss converging but accuracy doesn't improve

  #77 opened 4 years ago by pbischoff
  5

• Some error about model.sample_elbo

  #96 opened 3 years ago by hpompom
  2

• stocks-blstm.ipynb

  #93 opened 3 years ago by waudinio27
  4

• Hidden Layer in class BayesianLSTM

  #92 opened 3 years ago by yongen9696
  1

• The number of parameters is doubled

  #89 opened 3 years ago by sansiro77
  5

• Bayesian GRU

  #87 opened 4 years ago by Anusha851
  2

• Blitz Bayesian model wrapped in DataParallel not using multiple GPUs

  #84 opened 4 years ago by jsanket123
  2

• Providing a minimal working example

  #81 opened 4 years ago by j0rd1smit
  5

• Bayesian UNet

  #80 opened 4 years ago by amsinha9
  1

• What does sample_nbr mean in the sample_elbo method ?

  #79 opened 4 years ago by CatNofishing
  5

• Question regards to validation

  #75 opened 4 years ago by Erickurashi
  9

• Uncertainties on input data

  #73 opened 4 years ago by JSM-dfm
  1

• weights std in BayesianLinear

  #72 opened 4 years ago by unnir
  2

• Image inference of a BayesianCNN on the MNIST dataset

  #74 opened 4 years ago by pieterblok
  2

• loss in regression task

  #83 opened 4 years ago by flydephone
  1

• A suggestion to Blitz

  #78 opened 4 years ago by HDRah
  2

• A question in stocks price prediction

  #57 opened 4 years ago by coastline95
  4

• Using BNN to Make a Prediction

  #56 opened 4 years ago by PeterJin0617
  2

• Advice how to initialize prior_sigma_1, prior_sigma_2 and posterior_rho_init

  #55 opened 4 years ago by jHaselberger
  2

• Bayesian Embedding Implementation

  #86 opened 4 years ago by Anusha851
  0

• Import error

  #85 opened 4 years ago by Anusha851
  0

• Question about adding linear bayesian layers on top of a conv network

  #60 opened 4 years ago by asadabbas09
  3

• Problem on data type (.float()/.double())

  #70 opened 4 years ago by sansiro77
  2

• freeze_, unfreeze_ vs model.eval()/model.train()

  #69 opened 4 years ago by pythonometrist
  1

• Typo in minibatch_weighting.py

  #66 opened 4 years ago by sansiro77
  2

• Bayesian representation of non-linear layers

  #64 opened 4 years ago by cappelletto
  2

• when can the modules be applied in pytorch1.7?

  #61 opened 4 years ago by Pu-nk
  3