sample name change again

Author: hvasbath

docs/source/notebooks/SMC2_gaussians.ipynb

@@ -179,7 +179,7 @@
     }
    ],
    "source": [
-    "mtrace = smc.sample_SMC(\n",
+    "mtrace = smc.sample_smc(\n",
     "    n_steps=n_steps,\n",
     "    step=step,\n",
     "    n_jobs=n_jobs,\n",

pymc3/step_methods/smc.py

@@ -29,7 +29,7 @@
 from .arraystep import metrop_select
 from ..backends import smc_text as atext
 
-__all__ = ['SMC', 'sample_SMC']
+__all__ = ['SMC', 'sample_smc']
 
 EXPERIMENTAL_WARNING = "Warning: SMC is an experimental step method, and not yet"\
     " recommended for use in PyMC3!"
@@ -408,7 +408,7 @@ def resample(self):
         return outindx
 
 
-def sample_SMC(n_steps, step=None, start=None, homepath=None, chain=0, stage=0, n_jobs=1,
+def sample_smc(n_steps, step=None, start=None, homepath=None, chain=0, stage=0, n_jobs=1,
                  tune=None, progressbar=False, model=None, random_seed=-1, rm_flag=False):
     """Sequential Monte Carlo sampling
 

pymc3/tests/test_smc.py

@@ -66,7 +66,7 @@ def test_sample_n_core(self, n_jobs, stage):
         def last_sample(x):
             return x[(self.n_steps - 1)::self.n_steps]
 
-        mtrace = smc.sample_SMC(
+        mtrace = smc.sample_smc(
             n_steps=self.n_steps,
             step=self.step,
             stage=stage,