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probtorch
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pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
http://pytorch.org
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Add .with_cache() method to Transform
#153
fritzo
closed
4 years ago
0
Implement a generic .detached_log_prob() method
#152
fritzo
closed
5 years ago
8
WIP attempt to support torch.einsum in jit
#151
fritzo
opened
6 years ago
0
[Feature Request] LKJ distribution?
#150
ssnl
opened
6 years ago
1
add binomial entropy and kl
#149
alicanb
opened
6 years ago
8
Binomial with vectorized total count
#148
neerajprad
closed
6 years ago
3
Skip lazy validation
#147
fritzo
closed
6 years ago
2
Disable covariance_matrix and precision_matrix constraints in mvn
#146
fehiepsi
closed
6 years ago
5
Distributions returning NaN at support boundary
#145
neerajprad
closed
6 years ago
6
KL-Divergence for Multivariate Normal
#144
vishwakftw
closed
6 years ago
3
Implement Kumaraswamy Distribution
#143
vishwakftw
closed
3 years ago
21
Rename Distribution.params to .arg_constraints
#142
fritzo
closed
6 years ago
1
Implement MultivariateNormal.mean, .variance properties
#141
fritzo
closed
6 years ago
3
Implement Kumaraswamy distribution
#140
alicanb
opened
6 years ago
3
Support pickling of constraint objects
#139
fritzo
closed
6 years ago
4
Support serialization of Constraint objects
#138
fritzo
closed
6 years ago
0
Implementation of PowerTransform
#137
vishwakftw
closed
6 years ago
11
Update Documentation for Distributions
#136
vishwakftw
closed
6 years ago
3
What's our type promise?
#135
ragulpr
opened
6 years ago
5
Fixed distribution constraints and added some test cases for distributions parameter check
#134
lazypanda1
closed
6 years ago
12
Add Fixes for support and params
#133
vishwakftw
closed
6 years ago
7
Boundary Checking for Distributions
#132
vishwakftw
closed
6 years ago
11
Implement VonMises distribution for random angles
#131
fritzo
opened
6 years ago
4
Provide programmatic access to param names and values
#130
fritzo
opened
6 years ago
4
Implement TransformDistribution with multiple base distributions?
#129
vishwakftw
closed
6 years ago
2
Fix sign error in TransformedDistribution.cdf and .icdf
#128
fritzo
closed
6 years ago
4
TransformedDistribution.cdf() ignores axis reversals
#127
fritzo
closed
6 years ago
7
Update torch.distribution docs [WIP]
#126
rachtsingh
closed
6 years ago
7
Ensure .sample() is detached and .rsample() requires grad
#125
fritzo
closed
6 years ago
6
Consider implementing RelaxedOneHotCategorical via BoltzmannTransform
#124
rachtsingh
opened
6 years ago
0
Implement log_abs_det_jacobian for the SoftmaxTransform?
#123
rachtsingh
opened
6 years ago
2
Add Cumulative Distribution Function, Inverse CDF methods to Distributions
#122
vishwakftw
closed
6 years ago
6
Implement TruncatedDistribution
#121
alicanb
opened
6 years ago
20
Implement differentiable .cdf() for univariate distributions
#120
fritzo
closed
6 years ago
2
KL Stability Improvements and Bug Fixes
#119
vishwakftw
closed
6 years ago
5
kl_divergence() for MultivariateNormal
#118
fritzo
closed
6 years ago
3
kl_divergence(Bernoulli(0), Bernoulli(0)) == NAN
#117
fritzo
closed
6 years ago
4
Correctly handle event_dim in Transforms
#116
fritzo
closed
6 years ago
7
Make Distributions behave like first class values
#115
alicanb
opened
6 years ago
0
Implement PowerTransform
#114
alicanb
closed
6 years ago
6
Implemented Relaxed Distributions
#113
rachtsingh
closed
6 years ago
2
Implement StickBreakingTransform.log_abs_det_jacobian()
#112
fritzo
closed
6 years ago
5
Implement standard_gamma_grad(), dirichlet_grad() in CUDA
#111
fritzo
opened
6 years ago
0
Write tests for .log_abs_det_jacobian() methods
#110
fritzo
opened
6 years ago
1
Adding mean, variance, stddev properties
#109
alicanb
closed
6 years ago
4
Implement constraint registry for transforms and bijections
#108
fritzo
closed
6 years ago
14
Implement .var() methods for variance
#107
fritzo
closed
6 years ago
1
Implement .mean() methods
#106
fritzo
closed
6 years ago
2
Added KL divergence for the Poisson distribution
#105
rachtsingh
closed
6 years ago
4
Implement Exponential Family
#104
vishwakftw
closed
6 years ago
18
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