Merge pull request #2614 from zyv/patch-1

arjoly · arjoly · commit f642aee304e7 · 2013-11-26T06:52:11.000-08:00
BUG: typo fixes in sklearn.mixture.gmm
diff --git a/sklearn/mixture/gmm.py b/sklearn/mixture/gmm.py
@@ -177,7 +177,7 @@ class GMM(BaseEstimator):
     See Also
     --------
 
-    DPGMM : Ininite gaussian mixture model, using the dirichlet
+    DPGMM : Infinite gaussian mixture model, using the dirichlet
         process, fit with a variational algorithm
 
 
@@ -604,7 +604,7 @@ def _log_multivariate_normal_density_full(X, means, covars, min_covar=1.e-7):
         try:
             cv_chol = linalg.cholesky(cv, lower=True)
         except linalg.LinAlgError:
-            # The model is most probabily stuck in a component with too
+            # The model is most probably stuck in a component with too
             # few observations, we need to reinitialize this components
             cv_chol = linalg.cholesky(cv + min_covar * np.eye(n_dim),
                                       lower=True)
