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AIES does not mix chains when there are few walkers
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3
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112
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November 28, 2025
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How to properly serialize an AutoMultivariateNormal's state?
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3
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119
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November 27, 2025
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MCMC for BNN with big data?
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3
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160
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November 27, 2025
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Using Pyro for data assimilation in combustion
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0
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47
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November 27, 2025
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HSGP fails when hyperparameter are used
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4
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107
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November 26, 2025
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[BUG] Side effect when using jax.Array attributes with random_nnx_module()
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1
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70
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November 26, 2025
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One step ahead loglik with time varying parameters
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1
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75
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November 26, 2025
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Optimizer:Minimizer(BFGS) Not Working Properly as in Julia
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1
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87
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November 26, 2025
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Too much CPU utilization
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1
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82
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November 26, 2025
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Custom Callback in MCMC NUTS for Log Prior / Log Likelihood
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1
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103
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November 26, 2025
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Reparam vs reinforce
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2
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137
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November 26, 2025
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Feature?: Render model with random param init
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1
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101
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October 4, 2025
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Parallel Predictive with new-style prng keys
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3
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129
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October 4, 2025
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How to get Validation Loss in SVI
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3
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1228
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October 4, 2025
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Sequential learning in NumPyro with NUTS
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1
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137
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October 4, 2025
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MCMC with NUTS getting super slow with upgrading to Python 3.12
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8
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322
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September 17, 2025
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How to run more chains than number of devices in parallel?
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1
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194
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September 15, 2025
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PyData Berlin 2025: Intro SVI with NumPyro
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0
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145
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September 3, 2025
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Latent Discrete variable in hierarchical logistic regression
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5
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170
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August 27, 2025
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Alternate form of the ELBO allows easier batching, I think?
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5
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151
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August 19, 2025
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SVI, autoguides, subsampling and initial values
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2
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133
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August 18, 2025
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Error with nested plates + vectorized distribution sampling
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2
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80
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August 15, 2025
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Gaussian Process Mixture of Experts
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3
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567
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August 14, 2025
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Site name clash for model with multiple HSGPs + Tracer leaks with discrete latents
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5
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156
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August 5, 2025
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How to correctly decompose ELBO in SVI? KL term seems unstable during training
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0
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60
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August 5, 2025
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Broadcasting shape error in NumPyro during posterior predictive sampling for hierarchical NB model
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0
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68
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July 25, 2025
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Conditional normalizing flows
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3
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219
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July 22, 2025
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"it is always safe to assume dependence" - to_event vs plate
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22
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521
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July 16, 2025
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Question about `set_host_device_count` in Numpyro?
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1
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245
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July 15, 2025
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How to apply a NumPyro transform to selected elements of a vector parameter?
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3
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127
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July 13, 2025
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