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From wang...@apache.org
Subject [05/15] incubator-singa git commit: SINGA-290 Upgrade to Python 3
Date Fri, 04 Aug 2017 08:32:49 GMT
http://git-wip-us.apache.org/repos/asf/incubator-singa/blob/bfeb6127/doc/en/docs/notebook/regression.ipynb
----------------------------------------------------------------------
diff --git a/doc/en/docs/notebook/regression.ipynb b/doc/en/docs/notebook/regression.ipynb
index a61aed6..4484564 100755
--- a/doc/en/docs/notebook/regression.ipynb
+++ b/doc/en/docs/notebook/regression.ipynb
@@ -12,11 +12,14 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "metadata": {
-    "collapsed": true
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
+    "from __future__ import division\n",
+    "from __future__ import print_function\n",
+    "from builtins import range\n",
+    "from past.utils import old_div\n",
+    "\n",
     "%matplotlib inline\n",
     "import numpy as np\n",
     "import matplotlib.pyplot as plt"
@@ -33,7 +36,7 @@
    "cell_type": "code",
    "execution_count": 2,
    "metadata": {
-    "collapsed": false
+    "collapsed": true
    },
    "outputs": [],
    "source": [
@@ -53,14 +56,12 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "metadata": {
-    "collapsed": false
-   },
+   "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.legend.Legend at 0x7f3c7ebe0050>"
+       "<matplotlib.legend.Legend at 0x7fee42985f60>"
       ]
      },
      "execution_count": 3,
@@ -69,9 +70,9 @@
     },
     {
      "data": {
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 5CYII=\n",
       "text/plain": [
-       "<matplotlib.figure.Figure at 0x7f3cce2f9cd0>"
+       "<matplotlib.figure.Figure at 0x7fedeac59588>"
       ]
      },
      "metadata": {},
@@ -86,7 +87,7 @@
     "plt.plot(gx, gy,  label='y=f(x)')\n",
     "plt.xlabel('x')\n",
     "plt.ylabel('y')\n",
-    "plt.legend(loc='best')\n"
+    "plt.legend(loc='best')"
    ]
   },
   {
@@ -102,14 +103,12 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "metadata": {
-    "collapsed": false
-   },
+   "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x7f3c7b71a410>]"
+       "[<matplotlib.lines.Line2D at 0x7fede8b1c588>]"
       ]
      },
      "execution_count": 4,
@@ -118,9 +117,9 @@
     },
     {
      "data": {
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       "text/plain": [
-       "<matplotlib.figure.Figure at 0x7f3c7ec4bcd0>"
+       "<matplotlib.figure.Figure at 0x7fede8c0f438>"
       ]
      },
      "metadata": {},
@@ -149,19 +148,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 5,
    "metadata": {
-    "collapsed": false
+    "collapsed": true
    },
    "outputs": [],
    "source": [
     "def plot(idx, x, y):\n",
     "    global gx, gy, axes\n",
     "    # print the ground truth line\n",
-    "    axes[idx/5, idx%5].plot(gx, gy, label='y=f(x)')     \n",
+    "    axes[idx//5, idx%5].plot(gx, gy, label='y=f(x)')     \n",
     "    # print the learned line\n",
-    "    axes[idx/5, idx%5].plot(x, y, label='y=kx+b')\n",
-    "    axes[idx/5, idx%5].legend(loc='best')\n",
+    "    axes[idx//5, idx%5].plot(x, y, label='y=kx+b')\n",
+    "    axes[idx//5, idx%5].legend(loc='best')\n",
     "\n",
     "# set hyper-parameters\n",
     "max_iter = 15\n",
@@ -187,37 +186,37 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 6,
    "metadata": {
-    "collapsed": false
+    "scrolled": false
    },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "loss at iter 0 = 8.897375\n",
-      "loss at iter 1 = 7.806258\n",
-      "loss at iter 2 = 6.850243\n",
-      "loss at iter 3 = 6.012600\n",
-      "loss at iter 4 = 5.278670\n",
-      "loss at iter 5 = 4.635614\n",
-      "loss at iter 6 = 4.072176\n",
-      "loss at iter 7 = 3.578499\n",
-      "loss at iter 8 = 3.145944\n",
-      "loss at iter 9 = 2.766943\n",
-      "loss at iter 10 = 2.434863\n",
-      "loss at iter 11 = 2.143896\n",
-      "loss at iter 12 = 1.888950\n",
-      "loss at iter 13 = 1.665564\n",
-      "loss at iter 14 = 1.469831\n"
+      "loss at iter 0 = 9.660777\n",
+      "loss at iter 1 = 8.484187\n",
+      "loss at iter 2 = 7.452227\n",
+      "loss at iter 3 = 6.547118\n",
+      "loss at iter 4 = 5.753264\n",
+      "loss at iter 5 = 5.056990\n",
+      "loss at iter 6 = 4.446301\n",
+      "loss at iter 7 = 3.910676\n",
+      "loss at iter 8 = 3.440886\n",
+      "loss at iter 9 = 3.028838\n",
+      "loss at iter 10 = 2.667435\n",
+      "loss at iter 11 = 2.350451\n",
+      "loss at iter 12 = 2.072425\n",
+      "loss at iter 13 = 1.828568\n",
+      "loss at iter 14 = 1.614680\n"
      ]
     },
     {
      "data": {
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<TRUNCATED>
http://git-wip-us.apache.org/repos/asf/incubator-singa/blob/bfeb6127/python/setup.py.in
----------------------------------------------------------------------
diff --git a/python/setup.py.in b/python/setup.py.in
index 97ea2ca..f667ae5 100644
--- a/python/setup.py.in
+++ b/python/setup.py.in
@@ -70,6 +70,7 @@ setup(
 	'xmlrunner',
 	'tqdm',
 	'ipywidgets',
+	'matplotlib',
         ],
 
     #List additional groups of dependencies here (e.g. development



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