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Integrating custom JAX-based likelihoods (e.g. auto differentiable stochastic filters) w/ PyMC sampling workflow
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2
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67
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September 22, 2025
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Pymc State Space .1.4 -- XlaRuntimeError Incorrect output dtype for return value #0: Expected: int64, Actual: int32
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10
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372
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February 27, 2025
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AttributeError: 'numpy.ndarray' object has no attribute 'at' when sampling LKJ Cholesky Covariance Priors for Multivariate Normal Models example with numpyro or blackjax
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4
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183
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February 26, 2025
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Numpyro sampler issue
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1
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91
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February 5, 2025
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How to write a PyTensor Op to wrap Jax ODEs with multiple input parameters
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7
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959
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July 28, 2024
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Jax-Metal pm.Sample with numpyro on M1/M2
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1
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510
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June 12, 2024
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New distribution for PyMC: alpha-stable family [beta]
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5
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276
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May 28, 2024
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Recent error from Jax's (numpy) clip method
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2
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370
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May 21, 2024
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Jax sampling for bayesian neural network
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3
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260
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March 27, 2024
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Can jax be used to wrap a function that contained python libraries?
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2
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350
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December 25, 2023
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How to resolve Input Dimension Mis-match Error in Hierarchical Bayesian Inference with PyMC3
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3
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368
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December 20, 2023
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pm.Categorical with sample_numpyro_nuts
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3
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405
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November 24, 2023
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Dynamic shaping, "round" function, JAX, and a "few" more questions
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28
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1700
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September 29, 2023
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JAX Sampling Error with TruncatedNormal Distribution
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6
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993
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July 27, 2023
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Numpyro JAX sampling very slow
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1
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1710
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July 9, 2023
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Jax on Apple Silicon GPU
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2
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2168
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June 13, 2023
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NameError: unbound axis name raised during transformation of variables after sample_numpyro_nuts
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6
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1007
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June 13, 2023
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Wild results for masked multinomial with jax sampler(s)
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2
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403
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May 7, 2023
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Pymc3 on GPU using jax
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2
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1603
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April 20, 2023
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Out of Memory when using pm.sampling.jax.sample_blackjax_nuts
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2
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920
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March 23, 2023
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How can I output a gradient in vector format in Op.grad instance?
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7
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911
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January 14, 2023
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How to use JAX ODEs and Neural Networks in PyMC
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0
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414
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January 4, 2023
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Numpyro Convergence Diagnostics
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1
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692
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December 30, 2022
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Out of memory when "transforming variables" in Numpyro & JAX
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10
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1326
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December 12, 2022
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Sample_numpyro_nuts hangs when parallelizing over datasets with multiprocessing
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0
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707
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November 9, 2022
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JAX Sampling Error when same model had previously worked without it
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1
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380
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October 25, 2022
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Slow inference for numpyro sampling on Colab GPU
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3
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880
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October 5, 2022
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Var_names not working with sample_numpyro_nuts
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5
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597
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September 12, 2022
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Pm.sampling_jax to sample a MvNormal()
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4
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724
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August 3, 2022
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Open all NUTS kwargs for sampling with Numpyro
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5
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831
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August 1, 2022
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