Merge pull request CamDavidsonPilon#278 from noelevans/matplotlib-subplot-deprecation-fix

Fixing matplotlib subplot deprecation warning/error

Author: CamDavidsonPilon

Chapter2_MorePyMC/Chapter2.ipynb

@@ -626,7 +626,7 @@
       "\n",
       "figsize(12.5, 5)\n",
       "plt.title(\"More example of artificial datasets\")\n",
-      "for i in range(4):\n",
+      "for i in range(1, 5):\n",
       "    plt.subplot(4, 1, i)\n",
       "    plot_artificial_sms_dataset()"
      ],
@@ -2613,4 +2613,4 @@
    "metadata": {}
   }
  ]
-}
+}

Chapter3_MCMC/Chapter3.ipynb

@@ -667,7 +667,7 @@
       "figsize(11.0, 4)\n",
       "std_trace = mcmc.trace(\"stds\")[:]\n",
       "\n",
-      "_i = [1, 2, 3, 0]\n",
+      "_i = [1, 2, 3, 4]\n",
       "for i in range(2):\n",
       "    plt.subplot(2, 2, _i[2 * i])\n",
       "    plt.title(\"Posterior of center of cluster %d\" % i)\n",
@@ -1425,4 +1425,4 @@
    "metadata": {}
   }
  ]
-}
+}