Bayesian Modeling and Probabilistic Programming in Python
freezing_rv_and_dims
after a model transformation by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7296
sample_posterior_predictive
by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7265
var_names
when using deprecated API for partial traces by @lancechua in https://github.com/pymc-devs/pymc/pull/7289
Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.14.0...v5.14.1
default_transform
and transform
argument for distributions by @aerubanov in https://github.com/pymc-devs/pymc/pull/7207
pm.sample(var_names)
works correctly by @tomicapretto in https://github.com/pymc-devs/pymc/pull/7284
Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.13.1...v5.14.0
compute_deterministics
by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7249
Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.13.0...v5.13.1
compute_deterministics
helper by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7238
Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.12.0...v5.13.0
_print_name
to Truncated and CustomDists by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7205
var_names
argument to sample by @fonnesbeck in https://github.com/pymc-devs/pymc/pull/7206
_moment
function for bacward backward compatibility by @aerubanov in https://github.com/pymc-devs/pymc/pull/7216
comp_shape
from class NormalMixture by @mohammed052 in https://github.com/pymc-devs/pymc/pull/7098
Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.11.0...v5.12.0
moment
to support_point
by @aerubanov in https://github.com/pymc-devs/pymc/pull/7166
intX
and floatX
calls from distributions by @aerubanov in https://github.com/pymc-devs/pymc/pull/7114
Bound
distribution by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7176
sample_posterior_predictive_w
by @aloctavodia in https://github.com/pymc-devs/pymc/pull/7179
compute_log_prior
in models with Deterministics
by @OriolAbril in https://github.com/pymc-devs/pymc/pull/7168
dataset_to_point_list
when chain, draw are not the leading dims by @OriolAbril in https://github.com/pymc-devs/pymc/pull/7180
get_tau_sigma
and support lists of variables by @tvwenger in https://github.com/pymc-devs/pymc/pull/7185
sample_posterior_predictive
by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7014
Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.10.4...v5.11.0
nuts_sampler_kwargs
by @VMBoehm in https://github.com/pymc-devs/pymc/pull/7083
compute_log_prior
utility by @aloctavodia in https://github.com/pymc-devs/pymc/pull/7149
fgraph_from_model
by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7153
dataset_to_point_dict
to accept both dataset and dict of dataarray by @OriolAbril in https://github.com/pymc-devs/pymc/pull/7097
block_diag
from math module in favor of PyTensor by @AryanNanda17 in https://github.com/pymc-devs/pymc/pull/7132
Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.10.3...v5.10.4
Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.10.2...v5.10.3
ZeroSumNormal
by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7063
LKJCorr
by @juanitorduz in https://github.com/pymc-devs/pymc/pull/7065
Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.10.1...v5.10.2
replace_rvs_by_values
by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7055
Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.10.0...v5.10.1