Merge redundant code across `logprob`, `pytensorf` and `distributions/transform` #3257

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Job	Run time
Check for changes	25s
ubuntu (ubuntu-20.04, float64, 3.11, tests/test_util.py tests/test_pytensorf.py tests/test_math.p...	18m 35s
external_samplers (ubuntu-20.04, float64, 3.11, tests/sampling/test_jax.py tests/sampling/test_mc...	8m 9s
float32 (windows-latest, float32, 3.11, tests/sampling/test_mcmc.py tests/ode/test_ode.py tests/o...	27m 41s
ubuntu (ubuntu-20.04, float64, 3.11, tests/distributions/test_continuous.py tests/distributions/t...	42m 23s
macos (macos-latest, float64, 3.10, tests/sampling/test_parallel.py tests/test_data.py tests/vari...	20m 25s
ubuntu (ubuntu-20.04, float64, 3.11, tests/distributions/test_bound.py tests/distributions/test_c...	15m 6s
macos (macos-latest, float64, 3.10, tests/sampling/test_mcmc.py )	20m 42s
windows (windows-latest, float64, 3.9, tests/variational/test_approximations.py tests/variational...	19m 18s
ubuntu (ubuntu-20.04, float64, 3.11, tests/tuning/test_scaling.py tests/tuning/test_starting.py t...	12m 43s
macos (macos-latest, float64, 3.10, tests/backends/test_arviz.py tests/variational/test_updates.py )	21m 19s
windows (windows-latest, float64, 3.9, tests/model/test_core.py tests/sampling/test_mcmc.py)	32m 16s
ubuntu (ubuntu-20.04, float64, 3.11, tests/distributions/test_timeseries.py tests/gp/test_cov.py ...	18m 12s
windows (windows-latest, float64, 3.9, tests/gp/test_cov.py tests/gp/test_gp.py tests/gp/test_mea...	29m 29s
ubuntu (ubuntu-20.04, float64, 3.11, tests/backends/test_mcbackend.py tests/distributions/test_tr...	16m 35s
windows (windows-latest, float64, 3.9, tests/step_methods/test_metropolis.py tests/step_methods/t...	35m 15s
all_tests	1s
	5h 38m 34s