pymc-devs/pymc

Issues

• Should branching logps accept constants

  #7711 opened a month ago by ricardoV94
  0

• BUG: Not working with numpy 2+ (`np.obj2sctype` was removed in the NumPy 2.0 release.)

  #7592 opened a month ago by mauhcs
  9

• BUG: `pm.sample_prior_predictive` reports it will sample all volatile basic RVs even when `var_names` is supplied

  #7703 opened a month ago by nataziel
  0

• BUG: Missing `constant_data` in `InferenceData` when defining observed data with same dims.

  #7614 opened 4 months ago by bhroben
  2

• Speed up test times :rocket:

  #7686 opened a month ago by wd60622
  2

• ENH: Add Support for Organic Media in Budget Optimization

  #7692 opened a month ago by HoussemBouazizi
  3

• BUG: The beta distribution generates random values equal to 0

  #7694 opened a month ago by tomicapretto
  5

• BUG: data as observed in RV

  #7649 opened a month ago by wd60622
  0

• ENH: progressbar=False should silence all sampling output

  #7683 opened a month ago by fonnesbeck
  3

• BUG: Several distributions fail in Python 3.13 due to deprecated class property support

  #7551 opened a month ago by thomasaarholt
  2

• ENH: Option to adjust the uniform distribution bounds for jitter/initialisation

  #7555 opened 5 months ago by aphc14
  5

• Remove Python2 generator work around

  #7659 opened 2 months ago by wd60622
  3

• BUG: pm.Beta with certain alpha=beta=X values causes invalid log errors

  #7678 opened 2 months ago by arthur-st
  4

• Flaky tests/distributions/test_timeseries.py::TestGARCH11::test_batched_size

  #7674 opened 2 months ago by ricardoV94
  0

• DOC: The documentation websites frequently hang

  #7669 opened 2 months ago by jaredsagendorf
  2

• Do not use "fork" as default mp_ctx when compiling JAX functions in the PyMC sampler

  #7668 opened 2 months ago by ricardoV94
  0

• AttributeError when sampling with PyMC model using conditional probabilities

  #7667 opened 2 months ago by ricardoV94
  1

• BUG: External Integration Issues caused by `multiprocessing.fork`

  #7620 opened 3 months ago by ColtAllen
  3

• `collect_default_updates` should ignore unused rng inputs to OpFromGraph

  #7657 opened 2 months ago by jessegrabowski
  0

• Use of `dict.pop` in `pm.sample` leads to side effects

  #7632 opened 2 months ago by jessegrabowski
  2

• DOC: pymc.CustomDist example does not work in the documentation

  #7654 opened 2 months ago by helios1014
  1

• BUG: model initial_point fails when `pt.config.floatX = "float32"`

  #7608 opened 2 months ago by nataziel
  27

• Zarr is not optional

  #7644 opened 3 months ago by ricardoV94
  4

• pytensor.tensor.cartesian does not work on TensorVariables

  #7633 opened 3 months ago by AuguB
  3

• Respect `compile_kwargs` in ADVI when `init = 'advi+...'`

  #7638 opened 3 months ago by jessegrabowski
  0

• Refactor `init` logic in `pm.sample`

  #7639 opened 3 months ago by jessegrabowski
  0

• Sampling with generators as seeding no longer deterministic

  #7612 opened 3 months ago by ricardoV94
  2

• Add InverseWishart distribution

  #7636 opened 3 months ago by jessegrabowski
  0

• BUG: preliz import might break pymc import via scipy

  #7631 opened 3 months ago by dirknbr
  3

• BUG: HurdleGamma results in large number of divergences, even under the correct model

  #7630 opened 3 months ago by Dpananos
  2

• BUG: `KeyError: 'diverging'` when setting up `CategoricalGibbsMetropolis` step method with `proposal=‘proportional’`

  #7628 opened 3 months ago by MarcelloCalza
  1

• Add `record_sampling_state` to `NDArray` backend

  #7621 opened 3 months ago by lucianopaz
  0

• ipywidgets in the enviornment on vscode jupyter notebook cause cell with pymc.sample to hang with default sampler

  #7615 opened 3 months ago by danieltomasz
  4

• BUG: using exoplanet package - NotImplementedError: ValuedVar should not be present in the final graph!

  #7611 opened 4 months ago by vdeloupy
  3

• DOC: <MatrixNormal Example in Documentation not updated as per latest version ' prefix>

  #7598 opened 4 months ago by roesta07
  1

• Mention vector bounds in Censored docstrings

  #7581 opened 4 months ago by ricardoV94
  2

• BUG: Sampling fails because 'numpy.random._generator.Generator' object has no attribute 'spawn'

  #7605 opened 4 months ago by cluhmann
  1

• BUG: [Regression] Shape / dimension issue when using `MVNormal.dist` inside `pm.logp` introduced in `v5.16.1`

  #7602 opened 4 months ago by jonsedar
  5

• BUG: input a ndarray type data but still raise an error: setting an array element with a sequence.

  #7597 opened 4 months ago by JamGengGeng
  1

• BUG: blackjax sampler gives Incorrect output dtype for return value #0: Expected: int64, Actual: int32

  #7593 opened 4 months ago by mvds314
  5

• No warning thrown when Data given same name as coords key

  #7589 opened 4 months ago by szvsw
  5

• Compute only dependent logp in step samplers

  #7591 opened 4 months ago by ricardoV94
  0

• trace fn does not respect random seed for stochastic "Deterministics"

  #7588 opened 4 months ago by ricardoV94
  0

• Mambaforge sunsetting

  #7579 opened 4 months ago by lucianopaz
  0

• Auto generated dimensions in posterior predictive don't match with observed dimensions

  #7572 opened 4 months ago by lucianopaz
  1

• Docstrings of distributions should not read `x log-likelihood`

  #7563 opened 5 months ago by ricardoV94
  2

• Add `plot_gp_dist` to documentation

  #7565 opened 5 months ago by wd60622
  0

• BUG: Coordinates are not passed correctly to HSGP components

  #7561 opened 5 months ago by juanitorduz
  4

• BUG: linear model doens't work on out-of-sample data

  #7560 opened 5 months ago by MatthiVH
  2

• BUG: Using `transform=pm.distributions.transforms.ordered` together with non-null `dims` results in AssertionError

  #7554 opened 5 months ago by tomicapretto
  4