👽️ stats: 1.15.0 new distribution infrastructure

.mypyignore-todo

@@ -1,5 +1,4 @@
 scipy\.stats\.__all__
-scipy\.stats\.(Uniform|Normal|Mixture)
-scipy\.stats\.(abs|truncate|exp|log)
-scipy\.stats\.make_distribution
-scipy\.stats\.order_statistic
+scipy\.stats\.(Normal|Uniform)
+scipy\.stats\.(_distribution_infrastructure\.)?(abs|exp|log|make_distribution|order_statistic)
+scipy\.stats\._distribution_infrastructure\.(MonotonicTransformed|Folded|OrderStatistic)Distribution\.__init__

scipy-stubs/stats/__init__.pyi

@@ -5,6 +5,9 @@ from ._bws_test import bws_test
 from ._censored_data import CensoredData
 from ._correlation import chatterjeexi
 from ._covariance import Covariance
+
+# TODO(jorenham)
+from ._distribution_infrastructure import Mixture, truncate  # , abs, exp, log, make_distribution, order_statistic
 from ._entropy import differential_entropy, entropy
 from ._fit import fit, goodness_of_fit
 from ._hypotests import (
@@ -72,6 +75,9 @@ from ._multivariate import (
     vonmises_fisher,
     wishart,
 )
+
+# TODO(jorenham)
+# `from ._new_distributions import Normal, Uniform
 from ._page_trend_test import page_trend_test
 from ._resampling import (
     BootstrapMethod,
@@ -302,9 +308,13 @@ __all__ = [
     "Covariance",
     "DegenerateDataWarning",
     "FitError",
+    "Mixture",
     "MonteCarloMethod",
     "NearConstantInputWarning",
+    # "Normal",
     "PermutationMethod",
+    # "Uniform",
+    # "abs",
     "alexandergovern",
     "alpha",
     "anderson",
@@ -371,6 +381,7 @@ __all__ = [
     "entropy",
     "epps_singleton_2samp",
     "erlang",
+    # "exp",
     "expectile",
     "expon",
     "exponnorm",
@@ -450,6 +461,7 @@ __all__ = [
     "levy_stable",
     "linregress",
     "lmoment",
+    # "log",
     "loggamma",
     "logistic",
     "loglaplace",
@@ -458,6 +470,7 @@ __all__ = [
     "logser",
     "loguniform",
     "lomax",
+    # "make_distribution",
     "mannwhitneyu",
     "matrix_normal",
     "maxwell",
@@ -493,6 +506,7 @@ __all__ = [
     "normaltest",
     "norminvgauss",
     "obrientransform",
+    # "order_statistic",
     "ortho_group",
     "page_trend_test",
     "pareto",
@@ -560,6 +574,7 @@ __all__ = [
     "trim1",
     "trim_mean",
     "trimboth",
+    "truncate",
     "truncexpon",
     "truncnorm",
     "truncpareto",
@@ -598,13 +613,4 @@ __all__ = [
     "zipfian",
     "zmap",
     "zscore",
-    # "Mixture",
-    # "Normal",
-    # "Uniform",
-    # "abs",
-    # "exp",
-    # "log",
-    # "make_distribution",
-    # "order_statistic",
-    # "truncate",
 ]