pymc-devs/pymc

Issues

• ENH: Support foward sampling via JAX

  #7348 opened 5 days ago by jessegrabowski
  4

• DOC: conflicting `fixed_params` type-hint in `find_constrained_prior`

  #7341 opened 9 days ago by wd60622
  1

• BUG: passing the 'max_n_steps' parameter as kwarg to HurdleNegativeBinomial distribution does not work

  #7307 opened 9 days ago by realityjunky
  2

• BUG: HSGP making wrong out-of-sample predictions when X domain changes

  #7240 opened 9 days ago by AlexAndorra
  0

• Implement `Ordered` distribution factory

  #7297 opened a month ago by ricardoV94
  2

• ENH: Get sampling working using Apple Silicon GPU via jax backend

  #7332 opened 17 days ago by drbenvincent
  31

• BUG: `pymc.sample_smc` fails with `pymc.CustomDist`

  #7224 opened 2 months ago by EliasRas
  4

• BUG: Adding a Deterministic results in the error: `All variables needed to compute inner-graph must be provided as inputs under strict=True`

  #7312 opened 14 days ago by tomicapretto
  8

• Problematic casting of integers in `convert_observed_data`

  #7331 opened 17 days ago by ricardoV94
  0

• DOC: Plots squished in the documentation page

  #7325 opened 22 days ago by wd60622
  0

• BUG: new progressar adds empty spaces when progressbar=False

  #7264 opened 22 days ago by velochy
  2

• First time congratulatory message images are huge

  #7323 opened 23 days ago by ricardoV94
  1

• Refactor/Upgrade `find_MAP`

  #7308 opened a month ago by jessegrabowski
  1

• ENH: Customizable plate labels

  #7319 opened 24 days ago by wd60622
  7

• Test `freeze_rv_and_dims` with `PartiallyObservedRV`

  #7316 opened a month ago by ricardoV94
  0

• BUG: NotConstantValueError when using coordinates observed data with missing values with pymc==5.14.0

  #7304 opened a month ago by jhandsel
  3

• ENH: Update reported sampler diagnostics for `pm.Slice()` step method

  #7309 opened a month ago by AlexanderFengler
  2

• Runtime error windows. Anaconda

  #7303 opened a month ago by OscarFlores-IFi
  1

• Add PyArrow backend

  #7300 opened a month ago by ricardoV94
  0

• BUG: Slicing after adstock transformation not working

  #7294 opened a month ago by kenteross
  3

• Numpy emits spurious cast warning on discrete models with missing data

  #7257 opened 2 months ago by jessegrabowski
  1

• BUG: pm.Data does not accept dtype argument

  #7277 opened 2 months ago by ricardoV94
  1

• BUG: NaNs in logp mess up resampling step in SMC

  #7292 opened a month ago by astoeriko
  6

• BUG: Generation of random draws from Weibull returns constant values

  #7220 opened a month ago by tomicapretto
  2

• Unexpected behavior with `pm.sample(var_names=...)`

  #7258 opened a month ago by tomicapretto
  8

• BUG: Forward sampling with dims fails when mode="JAX"

  #7286 opened a month ago by jessegrabowski
  7

• BUG: Regression in jax translation from 5.12 -> 5.13

  #7263 opened 2 months ago by velochy
  20

• DOC: format of the initial values for the sample_smc function

  #7283 opened a month ago by LongPham7
  1

• ENH: Overloading of the `TensorVariable` CLass add(+) operator(or new attributes)

  #7282 opened a month ago by Einvon
  13

• Include minimal pymc example in README

  #7267 opened 2 months ago by ricardoV94
  6

• New progressbar not showing divergences?

  #7278 opened a month ago by ricardoV94
  1

• New progressbar doesn't show elapsed time

  #7269 opened a month ago by ricardoV94
  2

• Implement `set_data` as a model transformation

  #7279 opened 2 months ago by ricardoV94
  0

• First link of getting started in README is broken

  #7266 opened 2 months ago by ricardoV94
  0

• Allow extracting logp and random functions directly from fgraph representation

  #7268 opened 2 months ago by ricardoV94
  0

• `pt.max` is not differentiable in PyMC models

  #7251 opened 2 months ago by jessegrabowski
  8

• Missing idata attributes from jax/numba samplers

  #7262 opened 2 months ago by ricardoV94
  0

• Revert Temporarily pin Scipy in JAX job #7255

  #7256 opened 2 months ago by ricardoV94
  0

• Explain the role of Deterministics in the docs

  #7253 opened 2 months ago by ricardoV94
  0

• Move CustomDist logic to its own file

  #7247 opened 2 months ago by ricardoV94
  0

• The behavior of `.squeeze()` is different between `shape=(...)` and `dims=(...)`.

  #7246 opened 2 months ago by tomicapretto
  6

• DOC: typos in example code for pymc.CustomDist

  #7223 opened 2 months ago by drsimonmartin
  1

• pymc.gp.util.stabilize is broken

  #7242 opened 2 months ago by fonnesbeck
  1

• Add a helper `pm.compute_deterministics` to compute any deterministics on demand

  #7221 opened 2 months ago by ricardoV94
  0

• BUG: pymc import fails with `scipy==1.13.0`

  #7236 opened 2 months ago by justinessert
  5

• Release workflow is still running on Python 3.7

  #7237 opened 2 months ago by ricardoV94
  0

• `pymc.testing` attempts to import `pytest` but `pytest` is not in `pymc` install requirements

  #7218 opened 2 months ago by lucianopaz
  2

• BUG: `pm.sample_posterior_predictive` discards new results when `extend_inferencedata=True` and `posterior_predictive` group already exists

  #7214 opened 3 months ago by jessegrabowski
  2

• Extend support to Python 3.12

  #7202 opened 3 months ago by renan-r-santos
  2

• Allow partial imputation with `pm.observe`

  #7204 opened 3 months ago by ricardoV94
  0