upd watermark notes + links to translations

README.md

@@ -44,6 +44,11 @@ Kindle ASIN: B00YSILNL0<br></div>
 - at other book stores: [Google Books](https://books.google.com/books?id=GOVOCwAAQBAJ&source=gbs_slider_cls_metadata_7_mylibrary), [O'Reilly](http://shop.oreilly.com/product/9781783555130.do), [Safari](https://www.safaribooksonline.com/library/view/python-machine-learning/9781783555130/), [Barnes & Noble](http://www.barnesandnoble.com/w/python-machine-learning-essentials-sebastian-raschka/1121999969?ean=9781783555130), [Apple iBooks](https://itunes.apple.com/us/book/python-machine-learning/id1028207310?mt=11), ...
 - social platforms: [Goodreads](https://www.goodreads.com/book/show/25545994-python-machine-learning)
 
+#### Translations
+
+- [German translation](https://www.amazon.de/Machine-Learning-Python-mitp-Professional/dp/3958454224/) via “mitp Verlag”
+- [Japanese translation](http://www.amazon.co.jp/gp/product/4844380605/) via “Impress Top Gear”
+
 ![](./images/ml-overview.jpg)
 
 ### [Literature References & Further Reading Resources](./docs/references.md)

code/ch01/ch01.ipynb

@@ -4,9 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[Sebastian Raschka](http://sebastianraschka.com), 2015\n",
+    "Copyright (c) 2015, 2016 [Sebastian Raschka](sebastianraschka.com)\n",
     "\n",
-    "https://github.com/rasbt/python-machine-learning-book"
+    "https://github.com/rasbt/python-machine-learning-book\n",
+    "\n",
+    "[MIT License](https://github.com/rasbt/python-machine-learning-book/blob/master/LICENSE.txt)"
    ]
   },
   {
@@ -567,21 +569,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "python3"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 3
+    "version": 2
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.5.1"
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,

code/ch02/ch02.ipynb

@@ -4,9 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[Sebastian Raschka](http://sebastianraschka.com), 2015\n",
+    "Copyright (c) 2015, 2016 [Sebastian Raschka](sebastianraschka.com)\n",
     "\n",
-    "https://github.com/rasbt/python-machine-learning-book"
+    "https://github.com/rasbt/python-machine-learning-book\n",
+    "\n",
+    "[MIT License](https://github.com/rasbt/python-machine-learning-book/blob/master/LICENSE.txt)"
    ]
   },
   {
@@ -59,15 +61,12 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 2,
+   "cell_type": "markdown",
    "metadata": {
     "collapsed": true
    },
-   "outputs": [],
    "source": [
-    "# to install watermark just uncomment the following line:\n",
-    "#%install_ext https://raw.githubusercontent.com/rasbt/watermark/master/watermark.py"
+    "*The use of `watermark` is optional. You can install this IPython extension via \"`pip install watermark`\". For more information, please see: https://github.com/rasbt/watermark.*"
    ]
   },
   {
@@ -1333,21 +1332,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "python3"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 3
+    "version": 2
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.5.1"
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,

code/ch03/ch03.ipynb

@@ -4,9 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[Sebastian Raschka](http://sebastianraschka.com), 2015\n",
+    "Copyright (c) 2015, 2016 [Sebastian Raschka](sebastianraschka.com)\n",
     "\n",
-    "https://github.com/rasbt/python-machine-learning-book"
+    "https://github.com/rasbt/python-machine-learning-book\n",
+    "\n",
+    "[MIT License](https://github.com/rasbt/python-machine-learning-book/blob/master/LICENSE.txt)"
    ]
   },
   {
@@ -60,15 +62,12 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 2,
+   "cell_type": "markdown",
    "metadata": {
     "collapsed": true
    },
-   "outputs": [],
    "source": [
-    "# to install watermark just uncomment the following line:\n",
-    "#%install_ext https://raw.githubusercontent.com/rasbt/watermark/master/watermark.py"
+    "*The use of `watermark` is optional. You can install this IPython extension via \"`pip install watermark`\". For more information, please see: https://github.com/rasbt/watermark.*"
    ]
   },
   {
@@ -1473,21 +1472,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "python3"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 3
+    "version": 2
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.5.1"
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,

code/ch04/ch04.ipynb

@@ -4,9 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[Sebastian Raschka](http://sebastianraschka.com), 2015\n",
+    "Copyright (c) 2015, 2016 [Sebastian Raschka](sebastianraschka.com)\n",
     "\n",
-    "https://github.com/rasbt/python-machine-learning-book"
+    "https://github.com/rasbt/python-machine-learning-book\n",
+    "\n",
+    "[MIT License](https://github.com/rasbt/python-machine-learning-book/blob/master/LICENSE.txt)"
    ]
   },
   {
@@ -60,15 +62,12 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 2,
+   "cell_type": "markdown",
    "metadata": {
     "collapsed": true
    },
-   "outputs": [],
    "source": [
-    "# to install watermark just uncomment the following line:\n",
-    "#%install_ext https://raw.githubusercontent.com/rasbt/watermark/master/watermark.py"
+    "*The use of `watermark` is optional. You can install this IPython extension via \"`pip install watermark`\". For more information, please see: https://github.com/rasbt/watermark.*"
    ]
   },
   {
@@ -2318,21 +2317,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "python3"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 3
+    "version": 2
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.5.1"
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,

code/ch05/ch05.ipynb

@@ -4,9 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[Sebastian Raschka](http://sebastianraschka.com), 2015\n",
+    "Copyright (c) 2015, 2016 [Sebastian Raschka](sebastianraschka.com)\n",
     "\n",
-    "https://github.com/rasbt/python-machine-learning-book"
+    "https://github.com/rasbt/python-machine-learning-book\n",
+    "\n",
+    "[MIT License](https://github.com/rasbt/python-machine-learning-book/blob/master/LICENSE.txt)"
    ]
   },
   {
@@ -60,15 +62,12 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 2,
+   "cell_type": "markdown",
    "metadata": {
     "collapsed": true
    },
-   "outputs": [],
    "source": [
-    "# to install watermark just uncomment the following line:\n",
-    "#%install_ext https://raw.githubusercontent.com/rasbt/watermark/master/watermark.py"
+    "*The use of `watermark` is optional. You can install this IPython extension via \"`pip install watermark`\". For more information, please see: https://github.com/rasbt/watermark.*"
    ]
   },
   {
@@ -2319,21 +2318,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "python3"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 3
+    "version": 2
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.5.1"
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,

code/ch06/ch06.ipynb

@@ -4,9 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[Sebastian Raschka](http://sebastianraschka.com), 2015\n",
+    "Copyright (c) 2015, 2016 [Sebastian Raschka](sebastianraschka.com)\n",
     "\n",
-    "https://github.com/rasbt/python-machine-learning-book"
+    "https://github.com/rasbt/python-machine-learning-book\n",
+    "\n",
+    "[MIT License](https://github.com/rasbt/python-machine-learning-book/blob/master/LICENSE.txt)"
    ]
   },
   {
@@ -60,15 +62,12 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 2,
+   "cell_type": "markdown",
    "metadata": {
     "collapsed": true
    },
-   "outputs": [],
    "source": [
-    "# to install watermark just uncomment the following line:\n",
-    "#%install_ext https://raw.githubusercontent.com/rasbt/watermark/master/watermark.py"
+    "*The use of `watermark` is optional. You can install this IPython extension via \"`pip install watermark`\". For more information, please see: https://github.com/rasbt/watermark.*"
    ]
   },
   {
@@ -1797,21 +1796,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "python3"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 3
+    "version": 2
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.5.1"
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,

code/ch07/ch07.ipynb

@@ -4,9 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[Sebastian Raschka](http://sebastianraschka.com), 2015\n",
+    "Copyright (c) 2015, 2016 [Sebastian Raschka](sebastianraschka.com)\n",
     "\n",
-    "https://github.com/rasbt/python-machine-learning-book"
+    "https://github.com/rasbt/python-machine-learning-book\n",
+    "\n",
+    "[MIT License](https://github.com/rasbt/python-machine-learning-book/blob/master/LICENSE.txt)"
    ]
   },
   {
@@ -61,15 +63,12 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 2,
+   "cell_type": "markdown",
    "metadata": {
     "collapsed": true
    },
-   "outputs": [],
    "source": [
-    "# to install watermark just uncomment the following line:\n",
-    "#%install_ext https://raw.githubusercontent.com/rasbt/watermark/master/watermark.py"
+    "*The use of `watermark` is optional. You can install this IPython extension via \"`pip install watermark`\". For more information, please see: https://github.com/rasbt/watermark.*"
    ]
   },
   {
@@ -1528,21 +1527,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "python3"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 3
+    "version": 2
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.5.1"
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,

code/ch08/ch08.ipynb

@@ -4,9 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[Sebastian Raschka](http://sebastianraschka.com), 2015\n",
+    "Copyright (c) 2015, 2016 [Sebastian Raschka](sebastianraschka.com)\n",
     "\n",
-    "https://github.com/rasbt/python-machine-learning-book"
+    "https://github.com/rasbt/python-machine-learning-book\n",
+    "\n",
+    "[MIT License](https://github.com/rasbt/python-machine-learning-book/blob/master/LICENSE.txt)"
    ]
   },
   {
@@ -61,15 +63,12 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 2,
+   "cell_type": "markdown",
    "metadata": {
     "collapsed": true
    },
-   "outputs": [],
    "source": [
-    "# to install watermark just uncomment the following line:\n",
-    "#%install_ext https://raw.githubusercontent.com/rasbt/watermark/master/watermark.py"
+    "*The use of `watermark` is optional. You can install this IPython extension via \"`pip install watermark`\". For more information, please see: https://github.com/rasbt/watermark.*"
    ]
   },
   {
@@ -1290,21 +1289,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "python3"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 3
+    "version": 2
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.5.1"
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,

code/ch09/ch09.ipynb

@@ -4,9 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[Sebastian Raschka](http://sebastianraschka.com), 2015\n",
+    "Copyright (c) 2015, 2016 [Sebastian Raschka](sebastianraschka.com)\n",
     "\n",
-    "https://github.com/rasbt/python-machine-learning-book"
+    "https://github.com/rasbt/python-machine-learning-book\n",
+    "\n",
+    "[MIT License](https://github.com/rasbt/python-machine-learning-book/blob/master/LICENSE.txt)"
    ]
   },
   {
@@ -60,15 +62,12 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
+   "cell_type": "markdown",
    "metadata": {
     "collapsed": true
    },
-   "outputs": [],
    "source": [
-    "# to install watermark just uncomment the following line:\n",
-    "#%install_ext https://raw.githubusercontent.com/rasbt/watermark/master/watermark.py"
+    "*The use of `watermark` is optional. You can install this IPython extension via \"`pip install watermark`\". For more information, please see: https://github.com/rasbt/watermark.*"
    ]
   },
   {
@@ -1015,21 +1014,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "python3"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 3
+    "version": 2
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.5.1"
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,

code/ch10/ch10.ipynb

@@ -4,9 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[Sebastian Raschka](http://sebastianraschka.com), 2015\n",
+    "Copyright (c) 2015, 2016 [Sebastian Raschka](sebastianraschka.com)\n",
     "\n",
-    "https://github.com/rasbt/python-machine-learning-book"
+    "https://github.com/rasbt/python-machine-learning-book\n",
+    "\n",
+    "[MIT License](https://github.com/rasbt/python-machine-learning-book/blob/master/LICENSE.txt)"
    ]
   },
   {
@@ -61,15 +63,12 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 2,
+   "cell_type": "markdown",
    "metadata": {
     "collapsed": true
    },
-   "outputs": [],
    "source": [
-    "# to install watermark just uncomment the following line:\n",
-    "#%install_ext https://raw.githubusercontent.com/rasbt/watermark/master/watermark.py"
+    "*The use of `watermark` is optional. You can install this IPython extension via \"`pip install watermark`\". For more information, please see: https://github.com/rasbt/watermark.*"
    ]
   },
   {
@@ -1747,21 +1746,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "python3"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 3
+    "version": 2
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.5.1"
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,

code/ch11/ch11.ipynb

@@ -4,9 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[Sebastian Raschka](http://sebastianraschka.com), 2015\n",
+    "Copyright (c) 2015, 2016 [Sebastian Raschka](sebastianraschka.com)\n",
     "\n",
-    "https://github.com/rasbt/python-machine-learning-book"
+    "https://github.com/rasbt/python-machine-learning-book\n",
+    "\n",
+    "[MIT License](https://github.com/rasbt/python-machine-learning-book/blob/master/LICENSE.txt)"
    ]
   },
   {
@@ -61,15 +63,12 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 2,
+   "cell_type": "markdown",
    "metadata": {
     "collapsed": true
    },
-   "outputs": [],
    "source": [
-    "# to install watermark just uncomment the following line:\n",
-    "#%install_ext https://raw.githubusercontent.com/rasbt/watermark/master/watermark.py"
+    "*The use of `watermark` is optional. You can install this IPython extension via \"`pip install watermark`\". For more information, please see: https://github.com/rasbt/watermark.*"
    ]
   },
   {
@@ -1317,21 +1316,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "python3"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 3
+    "version": 2
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.5.1"
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,

code/ch13/ch13.ipynb

@@ -4,9 +4,11 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "[Sebastian Raschka](http://sebastianraschka.com), 2015\n",
+    "Copyright (c) 2015, 2016 [Sebastian Raschka](sebastianraschka.com)\n",
     "\n",
-    "https://github.com/rasbt/python-machine-learning-book"
+    "https://github.com/rasbt/python-machine-learning-book\n",
+    "\n",
+    "[MIT License](https://github.com/rasbt/python-machine-learning-book/blob/master/LICENSE.txt)"
    ]
   },
   {
@@ -60,15 +62,12 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 2,
+   "cell_type": "markdown",
    "metadata": {
     "collapsed": true
    },
-   "outputs": [],
    "source": [
-    "# to install watermark just uncomment the following line:\n",
-    "#%install_ext https://raw.githubusercontent.com/rasbt/watermark/master/watermark.py"
+    "*The use of `watermark` is optional. You can install this IPython extension via \"`pip install watermark`\". For more information, please see: https://github.com/rasbt/watermark.*"
    ]
   },
   {
@@ -1519,21 +1518,21 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 2",
    "language": "python",
-   "name": "python3"
+   "name": "python2"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 3
+    "version": 2
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.5.1"
+   "pygments_lexer": "ipython2",
+   "version": "2.7.11"
   }
  },
  "nbformat": 4,