VincentStimper/normalizing-flows

Issues

• Values jumping to infinity during sampling.

  #67 opened a month ago by 12jerek34jeremi
  0

• Generalization for higher-dimensional data

  #66 opened 5 months ago by awsteiner
  1

• Documentation clarification of forward_kld

  #64 opened 5 months ago by adam2392
  1

• Conditional Coupling Layers

  #63 opened 8 months ago by rudolfwilliam
  0

• Cannot have an odd latent_size (working with 2, 4, etc. , but not 3 or 5), shape problem

  #62 opened 9 months ago by noetits
  2

• Seeking Advice on Designing an Invertible Neural Network for Fission

  #59 opened a year ago by wileewang
  2

• one-dimensional coupling flows do not work

  #58 opened a year ago by jackerschott
  3

• Calculating forward KL divergence (probability density maximization), I get negative loss results on my dataset, is this reasonable?

  #60 opened a year ago by IceColdwind
  1

• Negative KL divergence

  #44 opened a year ago by yarinbar
  3

• Categorical Input Features?

  #25 opened a year ago by fountaindive
  2

• What dou you mean by "Augmented Normalizing Flow based on Real NVP"?

  #50 opened a year ago by fzy28
  1

• NICE demo?

  #49 opened a year ago by K-M-Ibrahim-Khalilullah
  1

• issue about ConditionalNormalizingFlow

  #45 opened a year ago by WeianMao
  2

• Could you give an example for NICE?

  #48 opened a year ago by K-M-Ibrahim-Khalilullah
  1

• exp and sigmoid may cause inf.

  #47 opened a year ago by guzy0324
  3

• The original glow seems to use `ConditionalDiagGaussian`

  #46 opened a year ago by guzy0324
  1

• Flow++

  #23 opened 2 years ago by mjack3
  2

• Conditional Flows implementation / documentation

  #41 opened a year ago by cranmer
  2

• NormalizingFlow class in core.py does not provide context in forward_kld

  #9 opened a year ago by ybernaerts
  6

• Remove Lambda's

  #43 opened a year ago by gianmarcoaversanoenx
  6

• How the inverse was calculated

  #40 opened 2 years ago by jiaqingxie
  1

• multi-gpu implementation

  #39 opened 2 years ago by zpf0117b
  1

• Putting examples in the documentation

  #35 opened 2 years ago by kazewong
  5

• Forward and Inverse with log det function for `MultiscaleFlow`

  #36 opened 2 years ago by VincentStimper
  0

• Comments on JOSS paper

  #31 opened 2 years ago by kazewong
  2

• No community contribution guideline

  #30 opened 2 years ago by kazewong
  2

• More functionality

  #33 opened 2 years ago by matejgrcic
  2

• Example usage for images

  #32 opened 2 years ago by matejgrcic
  2

• Negative KL divergence

  #29 opened 2 years ago by arnauqb
  2

• Issue while computing the `flow.forward` function

  #27 opened 2 years ago by h2o64
  3

• Implementation for spheres

  #26 opened 2 years ago by odunkel
  0

• bad log_prob values from AutoregressiveRationalQuadraticSpline

  #24 opened 2 years ago by Clemente90
  7

• forward_kld with weighted training samples

  #22 opened 2 years ago by alexmiltenberger
  2

• Normalizing Flow vs Normalizing Flow VAE behavior

  #17 opened 2 years ago by maulberto3
  2

• RuntimeError: output with shape [32] doesn't match the broadcast shape [1, 32]

  #19 opened 2 years ago by maulberto3
  2

• Reverse using z

  #21 opened 2 years ago by dgjung0220
  4

• ClassCondFlow example missing

  #18 opened 2 years ago by maulberto3
  1

• Inconsistency between log_q and log_p in Encoder and NormalizingFlowVAE

  #16 opened 2 years ago by maulberto3
  1

• Sampling from flow raises deprecation warning

  #12 opened 2 years ago by timothygebhard
  0

• Plotting Code in flow_plot does not work

  #6 opened 3 years ago by plehman2000
  1

• Replication of comparable glow with papers

  #5 opened 3 years ago by prclibo
  1

• Tweaks for full testing

  #1 opened 3 years ago by lukasryll
  0