fixed links and updated readme

rasbt · rasbt · commit fc9dcf61eff5 · 2014-05-04T20:16:02.000-04:00
diff --git a/benchmarks/.ipynb_checkpoints/cython_least_squares-checkpoint.ipynb b/benchmarks/.ipynb_checkpoints/cython_least_squares-checkpoint.ipynb
@@ -1,7 +1,7 @@
 {
  "metadata": {
   "name": "",
-  "signature": "sha256:07d1097e63ed00fca1ea6848104a030744ac87d11e515ae48e01e53b7425d997"
+  "signature": "sha256:6fec0ff80302cd983b1b3ab4e6653aa12c291ed854c5efd69f28608d4f6af614"
  },
  "nbformat": 3,
  "nbformat_minor": 0,
@@ -12,7 +12,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "[Sebastian Raschka](www.sebastianraschka.com)  \n",
+      "[Sebastian Raschka](http://www.sebastianraschka.com)  \n",
       "last updated: 05/04/2014\n",
       "\n",
       "- [Link to this IPython Notebook on GitHub](https://github.com/rasbt/python_reference/blob/master/benchmarks/cython_least_squares.ipynb)  \n",
@@ -414,7 +414,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "In order to test our different least squares fit implementation, we will generate some sample data:\n",
+      "In order to test our different least squares fit implementation, we will generate some sample data:  \n",
       "- 500 sample points for the x-component within the range [0,500)  \n",
       "- 500 sample points for the y-component within the range [100,600)  \n",
       "\n",
diff --git a/benchmarks/cython_least_squares.ipynb b/benchmarks/cython_least_squares.ipynb
@@ -1,7 +1,7 @@
 {
  "metadata": {
   "name": "",
-  "signature": "sha256:07d1097e63ed00fca1ea6848104a030744ac87d11e515ae48e01e53b7425d997"
+  "signature": "sha256:6fec0ff80302cd983b1b3ab4e6653aa12c291ed854c5efd69f28608d4f6af614"
  },
  "nbformat": 3,
  "nbformat_minor": 0,
@@ -12,7 +12,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "[Sebastian Raschka](www.sebastianraschka.com)  \n",
+      "[Sebastian Raschka](http://www.sebastianraschka.com)  \n",
       "last updated: 05/04/2014\n",
       "\n",
       "- [Link to this IPython Notebook on GitHub](https://github.com/rasbt/python_reference/blob/master/benchmarks/cython_least_squares.ipynb)  \n",
@@ -414,7 +414,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "In order to test our different least squares fit implementation, we will generate some sample data:\n",
+      "In order to test our different least squares fit implementation, we will generate some sample data:  \n",
       "- 500 sample points for the x-component within the range [0,500)  \n",
       "- 500 sample points for the y-component within the range [100,600)  \n",
       "\n",
