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Shared parameter update in scan
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10
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169
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July 27, 2024
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Trouble sampling from 1D MixtureGeneral
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20
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158
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December 12, 2024
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Understanding factor vs sample
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9
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113
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November 14, 2024
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An issue with the shape of a continous latent that depends on a enumerated discrete inside scan
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10
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100
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August 29, 2024
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"it is always safe to assume dependence" - to_event vs plate
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22
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78
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July 16, 2025
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Convergence check of MCMC without recompiling
|
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14
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75
|
July 3, 2025
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Mini-batching a particular (many-image) problem structure?
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13
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53
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June 8, 2025
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Thank You Pyro Team!
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0
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52
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May 6, 2025
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Initialize MCMC with SVI
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4
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212
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December 20, 2024
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Is `callback` supported for numpyro NUTS sampler?
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3
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192
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July 26, 2024
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Sample_shape vs plate
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3
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115
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August 26, 2024
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Diagnosing convergence for a very simple model
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5
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92
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February 4, 2025
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Poisson discrete latent variable
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2
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193
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July 24, 2024
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PhD Positions at Utrecht University in Probabilistic and Differential Programming
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0
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54
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April 7, 2025
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Mixture model with subsampling predicting membership only for subsampled points
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5
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78
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August 13, 2024
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Seeking advice on MCMC sampling for an ODE model solved with Diffrax
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4
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139
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March 21, 2025
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Can mcmc.get_samples() return entire chains WITH warm-up draws?
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4
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120
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January 30, 2025
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Convergence checks on MCMC while sampling without recompiling?
|
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8
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92
|
December 19, 2024
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Learning the sigma in SVI
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3
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73
|
September 30, 2024
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BNN's output and credible intervals
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8
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93
|
November 7, 2024
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Motivation to use SteinVI over SVI in NumPyro?
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3
|
115
|
November 5, 2024
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ChEES-HMC adaptive HMC Length strategy
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4
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112
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October 28, 2024
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Adam optimizer before NUTS?
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5
|
104
|
March 26, 2025
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Stop tracking of variables
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8
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83
|
November 24, 2024
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Potential issue with SVI using init_params argument
|
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5
|
80
|
November 18, 2024
|
|
Conditional reparameterization
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2
|
113
|
September 5, 2024
|
|
Why AIES/NUTS time/iteration 10-100x slower than single call to model?
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5
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84
|
August 18, 2024
|
|
Finding the Transform Used to Implement Param Constraints
|
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2
|
100
|
July 27, 2024
|
|
Extra sampling site in manual guide compared to model
|
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8
|
83
|
March 31, 2025
|
|
Log_density gives finite values outside expected support
|
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3
|
99
|
August 18, 2024
|
|
Multilevel modeling with out-of-sample prediction
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|
1
|
71
|
March 1, 2025
|
|
Assertion error in pyro Categorical distribution
|
|
1
|
108
|
July 25, 2024
|
|
AutoDAIS nan loss
|
|
7
|
66
|
September 11, 2024
|
|
MCMC with NUTS inconsistency
|
|
3
|
80
|
September 18, 2024
|
|
Pyro model doesn't converge on large datasets
|
|
3
|
83
|
October 26, 2024
|
|
Convert initial parameters for use in `init_to_value`
|
|
7
|
70
|
May 9, 2025
|
|
Infer optimizer hyperparameters with NumPyro
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|
3
|
69
|
August 26, 2024
|
|
ELBOs defined by an SMC's marginal likelihood estimation
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|
1
|
95
|
July 25, 2024
|
|
Plates vs vectorized factor statements
|
|
5
|
58
|
December 2, 2024
|
|
Less accurate predictions with AutoNormal and AutoMultivariate compared to AutoDelta
|
|
3
|
79
|
December 30, 2024
|
|
Using rhat on AIES results
|
|
4
|
79
|
August 19, 2024
|
|
Implementation & normalizing flow in matrix normal distribution
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|
3
|
66
|
November 1, 2024
|
|
Vanishing gradient problem in negative binomial model?
|
|
4
|
60
|
December 5, 2024
|
|
Init_to_mean functionality
|
|
4
|
58
|
May 3, 2025
|
|
Enumerate support for batch dimensions of custom distribution
|
|
3
|
69
|
September 19, 2024
|
|
Numpyro determistic not tracking variables during MCMC
|
|
2
|
77
|
October 4, 2024
|
|
How to reduce the memory usage?
|
|
6
|
46
|
January 16, 2025
|
|
Unexpectedly different outcomes when initializing via NUTS or MCMC
|
|
4
|
55
|
April 13, 2025
|
|
Installing from uv
|
|
1
|
84
|
March 12, 2025
|
|
NumPyro release schedule for >0.15.3
|
|
2
|
70
|
November 20, 2024
|