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probabilists
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zuko
Normalizing flows in PyTorch
https://zuko.readthedocs.io
MIT License
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Etymology of "Normalizing Flows"
#56
chester-tan
closed
1 month ago
3
NAF reported log-likelihood values are excesively high
#55
adrianjav
closed
1 month ago
4
Support for adjacency matrices in autoregressive models
#54
adrianjav
closed
2 months ago
11
Add support for custom adjacency matrices in autoregressive models
#53
adrianjav
closed
2 months ago
3
Add UnconditionalDistribution and UnconditionalTransform
#51
francois-rozet
closed
3 months ago
0
Add option to change covariance matrix type for GMM class
#50
dominik-strutz
opened
6 months ago
6
Add covariance_type option to GMM class
#49
dominik-strutz
opened
6 months ago
1
Update wording in the tutorials
#48
psteinb
closed
4 months ago
3
Updated Copyright notice to 2024
#47
psteinb
closed
6 months ago
1
Batch normalization
#46
jmm34
opened
6 months ago
2
It seems the `cdf()` in `DiagNormal` has not been implemented?
#40
Bill-Gots
closed
7 months ago
3
Remove star imports from init modules
#39
MArpogaus
closed
4 months ago
2
Add pre-commit hooks for code analysis and formatting
#38
MArpogaus
closed
7 months ago
6
Add extrapolation to the Bernstein polynomial transformation
#37
MArpogaus
closed
5 months ago
3
Add Extrapolation to Bernstein Polynomial Flow
#36
MArpogaus
closed
5 months ago
22
Add pre-commit hooks for static code analysis and code formattaing
#35
MArpogaus
closed
8 months ago
7
Fallback to element-wise transform for univariate flows
#34
francois-rozet
closed
8 months ago
0
Add Bernstein polynomial flow
#33
francois-rozet
closed
8 months ago
0
Add first draft of Bernstein polynomial flow
#32
oduerr
closed
8 months ago
13
Add dropout to mitigate overfitting
#29
velezbeltran
closed
10 months ago
7
Requested flow architectures
#28
francois-rozet
opened
11 months ago
0
Add tutorials
#27
francois-rozet
closed
11 months ago
0
Replace factory by lazy
#26
francois-rozet
closed
1 year ago
0
Add tutorials
#25
francois-rozet
closed
11 months ago
6
Refactor flows module
#24
francois-rozet
closed
1 year ago
4
Add general coupling transformation
#23
simonschnake
closed
1 year ago
1
Fix sampling for analytically non-invertible flows
#21
francois-rozet
closed
1 year ago
0
Sampling from a NAF gives inf
#20
MouzaouiMatthieu
closed
1 year ago
4
Add `rsample_and_log_prob` method
#19
francois-rozet
closed
1 year ago
0
Generating samples with their log-probability
#18
simonschnake
closed
1 year ago
8
Allow vanilla `Transform` in `FlowModule`
#15
felixdivo
closed
1 year ago
8
Fix `_call` not implemented error in `call_and_ladj`
#14
felixdivo
closed
1 year ago
3
Citing this package
#13
arnauqb
closed
1 year ago
2
Add neural circular spline flow
#12
francois-rozet
closed
1 year ago
0
Add circular spline flow
#11
francois-rozet
closed
1 year ago
0
Understanding SoftclipTransform
#9
arnauqb
closed
1 year ago
0
Add a link to Zuko's Wikipedia article
#8
felixdivo
closed
1 year ago
1
Add Glow-like multi-scale flow
#7
francois-rozet
opened
1 year ago
0
Add Glow-like multi-scale flow
#6
francois-rozet
opened
1 year ago
0
Add sum-of-squares polynomial flow
#5
francois-rozet
closed
1 year ago
0
Add sum-of-squares polynomial flow
#4
francois-rozet
closed
1 year ago
0
Fix slow initialization of MaskedMLP for large adjacency
#3
francois-rozet
closed
1 year ago
0
Do NSF use coupling layers or autoregressive layers?
#2
michaeldeistler
closed
1 year ago
6
Initialization takes very long
#1
michaeldeistler
closed
1 year ago
3