DOC/API: integrate make_sparse_spd_matrix

aaa952 · Nov 10, 2011 · dfd4689 · dfd4689
1 parent f6d28c3
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Showing 4 changed files with 4 additions and 3 deletions.
diff --git a/doc/datasets/index.rst b/doc/datasets/index.rst
@@ -97,7 +97,7 @@ can be used to build artifical datasets of controled size and complexity.
    make_spd_matrix
    make_swiss_roll
    make_s_curve
-
+   make_sparse_spd_matrix
 
 .. _libsvm_loader:
 

diff --git a/doc/modules/covariance.rst b/doc/modules/covariance.rst
@@ -232,7 +232,7 @@ paper. It is the same algorithm as in the R `glasso` package.
      covariance estimators.
 
    * :ref:`example_applications_plot_stock_market.py`: example on real
-   stock market data, finding which symbols are most linked.
+     stock market data, finding which symbols are most linked.
 
 .. topic:: References:
 

diff --git a/examples/covariance/plot_sparse_cov.py b/examples/covariance/plot_sparse_cov.py
@@ -55,7 +55,7 @@
 
 import numpy as np
 from scipy import linalg
-from sklearn.datasets.samples_generator import make_sparse_spd_matrix
+from sklearn.datasets import make_sparse_spd_matrix
 from sklearn.covariance import GraphLassoCV, ledoit_wolf
 import pylab as pl
 

diff --git a/sklearn/datasets/__init__.py b/sklearn/datasets/__init__.py
@@ -28,6 +28,7 @@
 from .samples_generator import make_spd_matrix
 from .samples_generator import make_swiss_roll
 from .samples_generator import make_s_curve
+from .samples_generator import make_sparse_spd_matrix
 from .svmlight_format import load_svmlight_file
 from .svmlight_format import load_svmlight_files
 from .svmlight_format import dump_svmlight_file