Release v4.0.1 · pymc-devs/pymc

What's Changed

PyMC, Aesara and Aeppl intro notebook by @juanitorduz in #5721
Moved wiki install guides to the docs by @fonnesbeck in #5869
Fix Examples link in README by @ryanrussell in #5860
Update dev guide by @michaelosthege in #5810
Run black on core notebooks by @ricardoV94 in #5901
Convert rng_seeder to random_seed in 'Prior and Posterior Predictive Checks' notebook by @hectormz in #5896
Disable dark mode in docs by @ricardoV94 in #5904
Fixed Student-t process docstring by @kunalghosh in #5853

Align advertised Metropolis.stats_dtypes with changes from 1e7d91f by @michaelosthege in #5882
Added a check in Empirical approximation which does not yet support InferenceData inputs (see #5884) by @ferrine in #5874
Compute some basic Slice sample stats by @ricardoV94 in #5889
Fixed bug when sampling discrete variables with SMC by @ricardoV94 in #5887
Removed t suffix from functions, Model methods and properties by @cuchoi in #5863
- Model.logpt → Model.logp
- Model.dlogpt → Model.dlogp
- Model.d2logpt → Model.d2logp
- Model.datalogpt → Model.datalogp
- Model.varlogpt → Model.varlogp
- Model.observedlogpt → Model.observedlogp
- Model.potentiallogpt → Model.potentiallogp
- Model.varlogp_nojact → Model.varlogp_nojac
- logprob.joint_logpt → logprob.joint_logp
Remove self-directing arrow in observed nodes by @larryshamalama in #5893
Update clone_replace strict keyword name by @brandonwillard in #5849
Renamed pm.Constant to pm.DiracDelta by @cluhmann in #5903
Update Dockerfile to PyMC v4 by @danhphan in #5881
Refactor sampling_jax postrocessing to avoid jit by @ferrine in #5908
Fix compile_fn bug and reduce return type confusion by @michaelosthege in #5909
Align conda envs and add Windows 3.9 env by @hectormz in #5895
Include ConstantData in InferenceData returned by JAX samplers by @danhphan in #5807
Updated Aesara dependency to 2.7.3 by @ricardoV94 in #5910

Full Changelog: v4.0.0...v4.0.1