fix naming in docs

CONTRIBUTING.rst

@@ -13,7 +13,7 @@ Types of Contributions
 Report Bugs
 ~~~~~~~~~~~
 
-Report bugs at https://github.com/bdpedigo/sparse_matrix_analysis/issues.
+Report bugs at https://github.com/bdpedigo/sparse_decomposition/issues.
 
 If you are reporting a bug, please include:
 
@@ -36,14 +36,14 @@ is open to whoever wants to implement it.
 Write Documentation
 ~~~~~~~~~~~~~~~~~~~
 
-Sparse Matrix Analysis could always use more documentation, whether as part of the 
-official Sparse Matrix Analysis docs, in docstrings, or even on the web in blog posts,
+sparse_decomposition could always use more documentation, whether as part of the 
+official sparse_decomposition docs, in docstrings, or even on the web in blog posts,
 articles, and such.
 
 Submit Feedback
 ~~~~~~~~~~~~~~~
 
-The best way to send feedback is to file an issue at https://github.com/bdpedigo/sparse_matrix_analysis/issues.
+The best way to send feedback is to file an issue at https://github.com/bdpedigo/sparse_decomposition/issues.
 
 If you are proposing a feature:
 
@@ -55,13 +55,13 @@ If you are proposing a feature:
 Get Started!
 ------------
 
-Ready to contribute? Here's how to set up `sparse_matrix_analysis` for
+Ready to contribute? Here's how to set up `sparse_decomposition` for
 local development.
 
-1. Fork_ the `sparse_matrix_analysis` repo on GitHub.
+1. Fork_ the `sparse_decomposition` repo on GitHub.
 2. Clone your fork locally::
 
-    $ git clone git@github.com:your_name_here/sparse_matrix_analysis.git
+    $ git clone git@github.com:your_name_here/sparse_decomposition.git
 
 3. Create a branch for local development::
 
@@ -84,7 +84,7 @@ To get tox, just pip install it.
 
 6. Submit a pull request through the GitHub website.
 
-.. _Fork: https://github.com/bdpedigo/sparse_matrix_analysis/fork
+.. _Fork: https://github.com/bdpedigo/sparse_decomposition/fork
 
 Pull Request Guidelines
 -----------------------
@@ -96,7 +96,7 @@ Before you submit a pull request, check that it meets these guidelines:
    your new functionality into a function with a docstring, and add the
    feature to the list in README.rst.
 3. The pull request should work for Python 2.6, 2.7, and 3.3, and for PyPy.
-   Check https://travis-ci.org/bdpedigo/sparse_matrix_analysis 
+   Check https://travis-ci.org/bdpedigo/sparse_decomposition 
    under pull requests for active pull requests or run the ``tox`` command and
    make sure that the tests pass for all supported Python versions.
 
@@ -106,4 +106,4 @@ Tips
 
 To run a subset of tests::
 
-	 $ py.test test/test_sparse_matrix_analysis.py
+	 $ py.test test/test_sparse_decomposition.py

docs/conf.py

@@ -173,7 +173,7 @@
 # html_file_suffix = None
 
 # Output file base name for HTML help builder.
-htmlhelp_basename = "sparse_matrix_analysisdoc"
+htmlhelp_basename = "sparse_decomposition_doc"
 
 
 # -- Options for LaTeX output --------------------------------------------------
@@ -193,7 +193,7 @@
     (
         "index",
         "sparse_matrix_analysis.tex",
-        u"Sparse Matrix Analysis Documentation",
+        u"Sparse Decomposition Documentation",
         u"Benjamin Pedigo",
         "manual",
     ),
@@ -227,8 +227,8 @@
 man_pages = [
     (
         "index",
-        "sparse_matrix_analysis",
-        u"Sparse Matrix Analysis Documentation",
+        "sparse_decomposition",
+        u"Sparse Decomposition Documentation",
         [u"Benjamin Pedigo"],
         1,
     )
@@ -246,11 +246,11 @@
 texinfo_documents = [
     (
         "index",
-        "sparse_matrix_analysis",
-        u"Sparse Matrix Analysis Documentation",
+        "sparse_decomposition",
+        u"Sparse Decomposition Documentation",
         u"Benjamin Pedigo",
-        "sparse_matrix_analysis",
-        "One line description of project.",
+        "sparse_decompositioni",
+        "Algorithms for sparse PCA and sparse matrix approximation from 'A New Basis for Sparse PCA'.",
         "Miscellaneous",
     ),
 ]

docs/index.rst

@@ -20,8 +20,8 @@ Contents:
 Feedback
 ========
 
-If you have any suggestions or questions about **Sparse Matrix Analysis** feel free to email me
+If you have any suggestions or questions about **Sparse Decomposition** feel free to email me
 at benjamindpedigo@gmail.com.
 
-If you encounter any errors or problems with **Sparse Matrix Analysis**, please let me know!
-Open an Issue at the GitHub http://github.com/bdpedigo/sparse_matrix_analysis main repository.
+If you encounter any errors or problems with **Sparse Decomposition**, please let me know!
+Open an Issue at the GitHub http://github.com/bdpedigo/sparse_decomposition main repository.

docs/usage.rst

@@ -2,6 +2,6 @@
 Usage
 ========
 
-To use Sparse Matrix Analysis in a project::
+To use Sparse Decomposition in a project::
 
-	import sparse_matrix_analysis
+	import sparse_decomposition