{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<div style=\"width: 100%; overflow: hidden;\">\n",
    "    <div style=\"width: 150px; float: left;\"> <img src=\"data/D4Sci_logo_ball.png\" alt=\"Data For Science, Inc\" align=\"left\" border=\"0\"> </div>\n",
    "    <div style=\"float: left; margin-left: 10px;\"> <h1>NLP with Deep Learning for Everyone</h1>\n",
    "<h1>NN with Keras</h1>\n",
    "        <p>Bruno Gonçalves<br/>\n",
    "        <a href=\"http://www.data4sci.com/\">www.data4sci.com</a><br/>\n",
    "            @bgoncalves, @data4sci</p></div>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "warnings.filterwarnings('ignore')\n",
    "\n",
    "from collections import Counter\n",
    "from pprint import pprint\n",
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt \n",
    "\n",
    "import keras\n",
    "import tensorflow as tf\n",
    "from keras.layers import Activation, Dense\n",
    "\n",
    "from tqdm import tqdm\n",
    "\n",
    "import watermark\n",
    "\n",
    "%load_ext watermark\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We start by print out the versions of the libraries we're using for future reference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Python implementation: CPython\n",
      "Python version       : 3.11.5\n",
      "IPython version      : 8.12.3\n",
      "\n",
      "Compiler    : Clang 14.0.6 \n",
      "OS          : Darwin\n",
      "Release     : 23.3.0\n",
      "Machine     : arm64\n",
      "Processor   : arm\n",
      "CPU cores   : 16\n",
      "Architecture: 64bit\n",
      "\n",
      "Git hash: 3022f3d8aeb2c24ebf2d47d4e9999181a7ad777d\n",
      "\n",
      "json      : 2.0.9\n",
      "matplotlib: 3.7.2\n",
      "pandas    : 2.0.3\n",
      "tensorflow: 2.12.0\n",
      "watermark : 2.4.3\n",
      "numpy     : 1.23.5\n",
      "keras     : 2.12.0\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%watermark -n -v -m -g -iv"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Load default figure style"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.style.use('d4sci.mplstyle')\n",
    "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Activation functions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We start by setting up the range of the input values we'll use for vizualization purposes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "z = np.linspace(-6, 6, 100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def gradient(values, z):\n",
    "    delta = z[1]-z[0]\n",
    "    \n",
    "    values = np.diff(values)\n",
    "\n",
    "    return values/delta"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Linear"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "linear = keras.layers.Activation('linear')\n",
    "values = linear(z).numpy()\n",
    "grad = gradient(values, z)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x157e28650>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 3840x2640 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(z, values, '-')\n",
    "plt.plot(z[1:], grad, '-')\n",
    "plt.xlabel('z')\n",
    "plt.title('Linear activation function')\n",
    "plt.legend(['function', 'gradient'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Sigmoid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "sigmoid = keras.layers.Activation('sigmoid')\n",
    "values = sigmoid(z).numpy()\n",
    "grad = gradient(values, z)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Sigmoid activation function')"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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44IPRtWvXkvUst2HDhsXf/va3aN26dcVm9urVKwYPHlyxef+2wQYbxN///vdIp9Orrfvggw9i/PjxJZu7cOHC+OUvf1lU7cknnxxnn312yWZvu+228be//a3gc25KfvWrX8Wnn35asO6b3/xm/OhHPyrbHqeddloccsghBev+8Ic/xOLFlb+roEePHvHEE0+s1amYq/KVr3wlDj300IJ1K1asiHvvvbdkcwEAAAAAgMbtpRm5OOWBunj4g1zFZ/doG/Gjken48S5VsX47QUwAAACA5qL53F0NNBqfPpiNuQ9V/kJ5Q5DP5yOXa/m5r81MZiKRcOGez3TZOxnr7ZOq7zWarEsvvbSouksuuSSGDx9e8vkDBgyIG264IQ488MCS9y61Dh06xB133FHRMGZ922abbYo6vfC2226LnXbaqSQzr7nmmli0aFHBumHDhhV1quKaGjVqVFxwwQVx5plnlrx3Q/Ppp5/GlVdeWbBu1KhR8Yc//KHs+9xwww3x4osvxvTp01dZs3jx4rj77rvj5JNPLvs+/5ZMJuOuu+4q6sTYNXXFFVfEAw88EMuXL19t3QMPPBBf+9rXSj4fAAAAAABoPBbV5uOGl7Mxdmrl7y+pTkUcNjgVBw5KRouU+zkAAAAAmhuBTKDBySzMx/Lp+fpeox6t7PDi5vz94P/KLPSzUC7jx4+P1157rWDdjjvuGN/5znfKtscBBxwQRx55ZNx+++1lm1EKP//5z6Nfv371vUbFnXHGGXHllVfGihUrVlkzZsyYkszK5XLx29/+tmBdOp2O66+/vmwnWf7gBz+IO+64I1566aWy9G8orrrqqliyZMlqa1KpVPzud7+LVKr8wfiOHTvG2WefHd/+9rdXW3fzzTdXNJB58sknlyxw/EW9evWKAw44IO68887V1j399NNlmQ8AAAAAADR8+Xw+xk/PxXUvZWNRbeXnj+iTjP8dmoqurQUxAQAAAJqrlaV+AACanVtuuaWouosvvrjsp9ZecMEFUVVVVdYZ62LgwIFx0kkn1fca9aJbt26x7777rrZm4sSJMWPGjHWe9cQTT8RHH31UsO7rX/96bL755us8b1VSqVRccsklZevfEORyubjhhhsK1v2///f/YsiQIRXY6DPHHXdcdOvWbbU1L730Ukl+3orRoUOHOPfcc8s645hjjilY89FHH1XsOQMAAAAAAA3HvGX5+OXTmfjNhMqHMft2SMTPR6fj+zumhTEBAAAAmjmBTACg2cvlcnHXXXcVrNtxxx1jxIgRZd9n4MCBcdhhh5V9zto65ZRTynYaY2Ow5557FqwpxWmSt956a8GaZDIZ55xzzjrPKmT06NEV+dmvL4899lhMnTp1tTXJZDJ+8pOfVGijz7Rs2TJOOOGEgnUPP/xwBbaJOPHEE6NTp05lnbHPPvtEy5YtC9a98847Zd0DAAAAAABoOPL5fDz6YTZOfqAuXvg4X9HZbaoi/t/Wqbh0r3QM6eZWOwAAAAAEMgEA4pVXXolPP/20YN23vvWtCmxT+VlroqqqKr72ta/V9xr1aptttilY88Ybb6zTjHw+H/fdd1/Bun322Sf69eu3TrOK1ZRPRf3HP/5RsGbEiBGxwQYbVGCbz9ttt90K1jzxxBMV2CTiG9/4RtlntGjRIgYPHlyw7t133y37LgAAAAAAQP2btSQf5z2RiateyEZNXWVnj+yTjCv3q4p9N05FKulUTAAAAAA+I5AJADR7jz/+eMGaqqqqOPDAAyuwzWdGjhwZ3bt3r9i8Yu2+++7RsWPH+l6jXvXv379gzbqe3vfWW2/FJ598UrCukuHYww47LNq2bVuxeZX04IMPFqw54ogjKrDJl22//fbRokWL1da8+uqrZd9j0KBBsckmm5R9TkTE5ptvXrBmxowZFdgEAAAAAACoL9lcPu57NxunPlgXb3xS2VMxO7eKOHtkOk7bMR0dWwpiAgAAAPB5ApkAQLM3YcKEgjUjR46MDh06VGCbzySTydh3330rNq9YxZzW19S1b9++YM26hsWefPLJgjVVVVWx9957r9OcNVFdXR177bVXxeZVyuTJk2PSpEkF6w466KAKbPNlrVq1iq222mq1NRMnToxly5aVdY/dd9+9rP3/ryFDhhSsmT17dgU2AQAAAAAA6sO0hbn40WOZ+NMr2ViRrezsPQYm44p9qmLYBm6rAwAAAGDlXDkCAJq9N954o2DNiBEjKrDJ5+20004Vn1lIfXwfGprq6uqCNbNmzVqnGS+++GLBmm233baiIeGIphnILeZ73bFjx+jVq1cFtlm5nj17rvbvs9lsTJkypaw7FAqFllKnTp0K1sybN68CmwAAAAAAAJVUl83HHW9m44cPZ+L9uZU9FbNH24jzd03HScPS0aaFUzEBAAAAWLV0fS8AAFCfampqYvLkyQXrhg8fXoFt6n9mIcWcXNdQ1NbWxiuvvBKvv/56fPDBB/Hhhx/GrFmzYs6cOTFv3rxYvnx51NbWRl1dXclnz5kzZ50e/9ZbbxWs2WGHHdZpxtqoj5nl9sorrxSs2XTTTSuwyap1Uf2z5QABAABJREFU6dKlYM1HH31U1j0r+T0o5hTa2traCmwCAAAAAABUyvtzc/GH57MxdWFlg5jJRMT+GyfjqM1TUZ0WxAQAAACgMIFMAKBZmzx5cuRyuYJ1gwYNqsA2n7fxxhtHMpksar9K2GCDDaJt27b1vcZqvfXWW/GPf/wj/vnPf8ZLL70UK1asqJc9li1btk6Pf+eddwrWbLnllus0Y20MGTIk0ul0ZDKZis8ulzfffLNgzeDBgyuwyaoVE8icMWNGWXeo5Amh7dq1K1izfPnyCmwCAAAAAACUW20mH7e9mY373s1FrrJZzOjTIRHfGZ6KjbokKzsYAAAAgEZNIBMAaNZmzpxZsCaVSkW/fv3Kv8wXVFdXR69evWLatGkVn70yPXv2rO8VViqTycTNN98cV111VTz//PP1vU5ErFtYbN68ebF06dKCdRtvvPFaz1hbVVVV0b9//3j//fcrPrtcpk+fXrDm+uuvj+uvv74C26y9xYsXl7V/586dy9r//2rVqlXBmqYUCgYAAAAAgObqrU9y8YfnMzFzSWXnppMRhw1OxaGbJqMq5VRMAAAAANaMQCYA0KwVE8js2rVrpFKpCmzzZd27d28wgcxu3brV9wpfctddd8VZZ50VH374YX2v8jl1dXVr/dhifiYjol5Cwv+e25QCmR999FF9r1AS63oqayEtW7Ysa38AAAAAAKD5yOTycdsb2fj7O7mo8KGYsVHnRHx7eCr6dnQqJgAAAABrRyATAGjWFixYULCma9eu5V9kFdZbb716m/1Fbdu2re8V/mPevHnxzW9+M+6+++76XqXkZs2aVbAmkUjU289lQ/qZXFeZTCbmzJlT32uURLkDmfUVSgcAAAAAAJqWGYvzcdkzmfhwXmWjmC1SEUdvnor9Nk5GKulUTAAAAADWnkAmANCsLV++vGBNmzZtKrDJyrVu3breZn9RdXV1fa8QEREffPBB7LfffvHee+/V9yplsWTJkoI17du3j3S6fl7K12dAudRqamrqe4WSyeVy9b0CAAAAAADAKuXz+Xh8ci6ufzkbyzOVnb1Zt0R8e1g6erQTxAQAAABg3QlkAgDNWm1tbcGaFi1aVGCTlWsoIciIiGQyWd8rxLRp02LUqFHx8ccf1/cqZVPMz2TLli0rsEnDm11qxQSyAQAAAAAAWDdLVuTj6heyMWF6ZT9gsnVVxLFDU7H7gGQkEsKYAAAAAJSGQCYAQAH1+eacNwb/q6amJvbZZ591DmMmk8no2rVrdOvWLTp37hxt2rSJtm3bRjqdjlQqFalUqmCPP//5z+u0w+oICVdOMd9rAAAAAAAA1t5bn+Ti8mcyMXdZZeduu34iTtw2HV1ae78VAAAAgNISyAQanHSHRLTs3TwviOfz+cjlPv+JkMmkT2rkv9Id/CyUWjHhsvoMbTnB779OP/30ePvtt9foMa1bt46RI0fGTjvtFFtttVVssskm0a9fv6iqqlqnXcoZyCzmJNIv/v+KSspms/U2u9TW9ecAAAAAAACAlcvk8nHbG9n4+zu5yFdwbvvqiP+3dSp26uNeCwAAAADKQyATaHDW2ycV6+1T+HSypiiXy8WiRYs+97X27dsXFc4B1k7Lli0L1tTU1FRgk4Y3uyF544034uqrry66fvvtt49TTz01DjrooKL+Gzckxey7YsWKCmyyck3pVMlWrVoVVffPf/4z9ttvvzJvUxyvFQAAAAAAgIZu5uJ8XPZMJj6YV8koZsTIvsk4futUtK8WxAQAAACgfAQyAYBmrUOHDgVrPv300wps0vBmNyTnn39+UadCdujQIa666qo46qijyrbLsmXLytY7orhA5pIlS8q6w+osXbq03maXWuvWrYuqmzVrVpk3AQAAAAAAaPzy+Xw8PjkX17+cjeWZys3t3CriW9umY9sNfIAlAAAAAOUnkAkANGs9e/YsWDNnzpzIZrORSlX+9N7Zs2dXfGZD88knn8Q//vGPgnUdO3aMp556KrbYYouy7lPuU0s7depUsGbZsmWxdOnSaNOmTVl3WZlPPvmk4jPLpaqqKjp16hTz589fbd1HH31UoY0AAAAAAAAapyUr8nH1C9mYML3wh6yW0p4Dk/G1LVPRpoVTMQEAAACoDB8LBgA0a8UEMrPZbEyZMqX8y3xBbW2tIFhE3HXXXZHJFP4I3b/85S9lD2NGlP+0xGJ+JiPqL6zb1ELCffr0KVjzzjvvVGATAAAAAACAxumtT3Lx/YfqKhrG7NE24me7puNbw9LCmAAAAABUlEAmANCs9e/fPxKJwm/QTZw4sQLbfN57770XuVxlP0G2IXriiScK1uy5555xwAEHVGCb8p+WWGwg84MPPijrHqvy/vvv18vccunbt2/BmjfffLMCmwAAAAAAADQumVw+bnk9E+c+nok5NZWZmUxEHDwoGZftXRWbdXfrGwAAAACV56oUANCstWnTJvr371+w7vnnn6/ANvU/syF69tlnC9aceOKJFdjkM2+88UZZ+7ds2bKoUOa7775b1j1WZsGCBfHJJ59UfG45bb755gVr3n777Zg3b14FtgEAAAAAAGgcZi7OxzljMnH327nIV2hm3w6J+OUe6fjfoemoTjsVEwAAAID6IZAJADR7xQSynn766Qps8nnjx4+v+MyGZtmyZfHxxx+vtiaZTMYee+xRoY0iXnrppbLP2GyzzQrWvPDCC2XfoyHMLLfhw4cXrMnn8/Hkk0+WfxkAAAAAAIAGLp/Px+OTsvGDh+vi/XmViWKmkxH/s1kqLtkzHRt2drsbAAAAAPXLFSoAoNnbcccdC9aMGzcuFi5cWIFtPpPL5eKBBx6o2LyGatq0aZHPr/6N3L59+0a7du0qsk8+n4/HHnus7HOKCQnXR2B3woQJFZ9ZbsUEMiMi7rrrrjJvAgAAAAAA0LAtWZGPX0/Ixu+ez8byTGVmDuiUiEv3SscRm6WiKuVUTAAAAADqn0AmANDsjR49umBNXV1d3HvvvRXY5jPjxo2L2bNnV2xeQ7V48eKCNd26davAJp8ZP358fPrpp2Wfs8MOOxSsmTRpUrz33ntl3+X/uv/++ys6rxJ69OgRW221VcG6++67LxYtWlSBjaikVCpVsCaXy1VgEwAAAAAAaNje+iQX33+oLiZMr8x180REHDwoGRftno4+HdziBgAAAEDD4WoVANDsbb311tG1a9eCdVdffXUFtqn8rIZs2bJlBWuSycq9pL3hhhsqMmfUqFGRSBT+hN+///3vFdjmMx999FG8+OKLFZtXSQcffHDBmiVLlsT1119f/mWoqBYtWhSsWbFiRQU2AQAAAACAhimTy8dfX8/ET5/IxJyayszs3CrivF3T8b9D007FBAAAAKDBEcgEAJq9ZDIZX/nKVwrWTZgwIZ5++umy7zNp0qS4++67yz6nMaiqqipYU4kTKyMiZsyYEX/9618rMqtr164xdOjQgnWVCohGRFx33XWRz+crNq+SjjjiiKLqLr300li6dGmZt6GSWrduXbDGyagAAAAAADRXs5dEnDMmE3e9nYtchd4m2q5XIi7buyo27+62NgAAAAAaJleuAAAi4phjjimq7swzzyx7KO1HP/pR1NXVlXVGY9GuXbuCNTNmzIhMJlP2XX72s59FbW1t2ef82+GHH16w5r333osHH3yw7LssX748rrnmmrLPqS+DBg2K3XbbrWDdjBkz4qKLLqrARlRKMacjz549uwKbAAAAAABAw5HPR3yQ2SDOeiLi/XmVSWJWpyJOGpaKM3ZKR7tqp2ICAAAA0HAJZAIARMSIESNi8803L1g3YcKE+P3vf1+2Pe677764/fbby9a/sendu3fBmpqamrKfXDphwoS49tpryzrji4488sii6s4999wybxLx+9//PmbOnFn2OfXp5JNPLqru4osvjmeffbbM21Ap3bp1K1gzefLkCmwCAAAAAAANw4p8OsbWbRnj67aI5ZnKBCMHdErEpXtVxR4DU5FICGMCAAAA0LAJZAIA/MsPf/jDourOOOOMeOGFF0o+f9KkSfGNb3yj5H0bs/bt20f37t0L1t12221l22Hu3LlxzDHHRC6XK9uMlRkwYEBRpza++OKLZQ2Lfvzxx/Gzn/2sbP0bigMOOCCGDRtWsC6TycQRRxwRH330UQW2otwGDBhQsObtt9+u6Om4AAAAAABQX2ZnO8W9tSNiSnb9isxLRMTBg5Jx0e7p2KC9ICYAAAAAjYNAJgDAvxx11FGx8cYbF6xbtmxZHHjggfH222+XbPbHH38c++67b8yZM6dkPZuK7bbbrmDN9ddfHxMnTiz57GXLlsWhhx4aU6ZMKXnvYvzgBz8oqu7000+PSZMmlXx+LpeLb3zjG7Fo0aKS925oEolE/OY3vymqdvr06bHXXnvV66mhuVwu7rrrrnj00UfrbYemoG/fvtGqVavV1tTW1sbYsWMrtBEAAAAAAFReJpePO96OeHjFdrE0v/rr5qXSuVXEebum43+HpqMqJYwJAAAAQOMhkAkA8C9VVVXx61//uqjaWbNmxc477xxjxoxZ57kvv/xyjBgxIt5999117tUU7b777gVrMplMHHvssbF06dKSzV24cGHsv//+9RrE2nvvvWPo0KEF6xYuXBgHHXRQyYOTZ555ZjzyyCMl7dmQjRgxIr7+9a8XVfv222/HDjvsEK+99lp5l/qCFStWxG233RY77bRTnHDCCTF9+vSKzm9qkslkbLPNNgXr/vCHP1RgGwAAAAAAqLxZi/NxzmOZ+Pu7ichHZYKR2/VKxGV7V8Xm3d26BgAAAEDj46oWAMD/sf/++8fBBx9cVO3cuXNjzz33jO9+97trdbLlkiVL4ic/+UnssMMOKz2BMZFIxKabbrrGfZuaww47LJLJwi9bn3/++Tj44INLEkp85ZVXYrvttovHH398nXuti0QiUXRI+M0334w99tgj5s+fX5LZP/7xj+PSSy8tSa/G5Morr4yBAwcWVTt16tQYPnx4/PKXv4za2tqy7jVlypQ4//zzY8CAAXHSSSeV5UTY5mrkyJEFa+6555644oorKrANAAAAAABUzlNTsvH9h+vi/bn5isyrTkWcNCwVZ+yUjnbVTsUEAAAAoHESyAQA+ILrrrsu1l9//aJq8/l8/P73v49+/frFN7/5zXj88cdXG8zKZDIxYcKEOO2006Jv377xi1/8IlasWLHS2pNOOimGDx++Vs+hKVl//fWLDsmOGTMmttxyy3jiiSfWatbs2bPjtNNOi+HDh6/yxNKtt956rXqvrdGjR8ehhx5aVO3zzz8f2267bbz00ktrPW/hwoVx+OGHxwUXXLDWPRqztm3bxu233x6tW7cuqn7FihVx9tlnx6BBg+KPf/xjSU9pnTJlSlx55ZUxatSoGDBgQJx33nkxc+bMkvXnM8X++3LqqafGXnvtFX/729+ipqamvEsBAAAAAEAZ1WXzcc2Lmbji2Wwsz1Rm5oBOibh0r6rYY2AqEglhTAAAAAAar3R9LwAA0NB06dIlbrvttthjjz2KPvVu6dKlce2118a1114b1dXVsdFGG0W/fv2iXbt2kUgkYsmSJTFt2rR47733igryDBgwIH75y1/G9773vXV9Ok3Cj3/847jnnnsil8sVrJ0yZUqMHj06tttuuzjppJNi9913jw022GCV9fPnz4+xY8fGHXfcEX//+99j2bJlq6xt1apV3HLLLRU/ufSqq66Kp59+Oj755JOCtZMmTYrtttsuvvnNb8aZZ54Zffv2LWrGsmXL4sYbb4zzzjtvlXNatWoVhxxySPz1r39do/0bm2222SbuvPPOOOiggyKTKe4uhClTpsS3vvWtOP3002O//faL/fbbL3bYYYeiT9tcvHhxTJw4MV5//fWYMGFCjB8/fpWhYEpr+PDhMWjQoKJOHX3kkUfikUceiWQyGf37948BAwZE27Zto02bNpFKpQo+/sYbbyzBxgAAAAAAsPbm1uTj0vGZeLdCp2JGRBw8KBlHbZ6KqpQgJgAAAACNn0AmAMBKjBw5Mv785z/HUUcdFfn8mr0ZWVtbG2+++Wa8+eabazW7Q4cO8c9//jPatWtXVH0y2fQPPd9qq63ixBNPjKuuuqroxzz33HPx3HPPRURE7969Y8CAAdGxY8do165d1NbWxvz58+PDDz+MKVOmFP3f+LLLLotBgwat1XNYF926dYs//elPsf/++xe1azabjauuuiquueaa2G233WLfffeNbbbZJjbaaKPo0KFDpNPp/4SE33jjjRgzZkz84x//iPnz56+2789+9rNYsmRJqZ5Wg7bvvvvGX/7ylzj22GOjrq6u6MctXrw4brvttrjtttsiIqJ9+/bRt2/f6NWrV7Rt2zZatmwZ2Ww2li9fHkuWLInZs2fHzJkziwrbUj6nn356HH/88UXX53K5+PDDD+PDDz9cozkCmQAAAAAA1Ke3PsnFpeMzsbC4z6RdZ51bRZy8XTq26NH0388EAAAAoPkQyAQAWIUjjzwyli1bFieccELRp+Stq1atWsXf/va3NTqBsbq6uowbNRyXXnppPPXUU/H222+v8WOnT58e06dPX6f5Z511Vpx44onr1GNd7LvvvnHJJZfE6aefXvRjstnsf070W1d77LFHnHbaafHzn/98nXs1FkcddVR07tw5DjvssFi6dOla9Vi0aFG88cYb8cYbb5R4O0rp61//elx11VXx4osv1vcqAAAAAABQcvl8Pv75Xi7+/Go2chU6GHP4Bon4zvB0tKt2KiYAAAAATYuPHwMAWI2vf/3rcc899xR9WuW66NKlSzz++OMxevTo/3xtxYoVBR/XsmXLcq7VYLRu3Truvffe6NmzZ8Vnn3jiiXHRRRdVfO4X/fCHP4xTTjml4nMHDx4cd955Z6RSqYrPrm977bVXTJgwYY1C0jQ+yWQybr311ujatWt9rwIAAAAAACW1rC4fv56QjT+9UpkwZotUxLe2TcWZI4QxAQAAAGiaBDIBAArYb7/94tVXX43tt9++bDNGjBgRzz333JdmLF++vOBjm0sgMyJi4MCB8fjjj0ffvn0rMi+ZTMYll1wSV199dUXmFePyyy+Ps88+u2LzNt1003jooYeiQ4cOFZvZ0GyxxRbx0ksvxXe+851IJhvWr1CVCIs3FxtuuGE89thj0bt37/peBQAAAAAASuLjRfk469FMTJieq8i8/p0SceleVbHnhqlIJIQxAQAAAGiaGtbdxAAADdSAAQPi6aefjmuvvTbWX3/9kvXt3r17XHnllTF27NgYOHDgl/5+wYIFBXt06dKlZPs0BoMGDYrnnnsu9thjj7LO6d+/fzz00ENx+umnl3XO2rjwwgvjuuuui1atWpV1zogRI2L8+PECahHRqlWr+N3vfhcvv/zy506xrQ/9+vWLM888M1555ZU4/PDD63WXpmaLLbaIV199Nb75zW8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      "text/plain": [
       "<Figure size 3840x2640 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(z, values, '-')\n",
    "plt.plot(z[1:], grad, '-')\n",
    "plt.legend(['function', 'gradient'])\n",
    "plt.xlabel('z')\n",
    "plt.title('Sigmoid activation function')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Rectified Linear"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "relu = keras.layers.Activation('relu')\n",
    "values = relu(z).numpy()\n",
    "grad = gradient(values, z)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Rectified Linear activation function')"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 3840x2640 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(z, values, '-')\n",
    "plt.plot(z[1:], grad, '-')\n",
    "plt.legend(['function', 'gradient'])\n",
    "plt.xlabel('z')\n",
    "plt.title('Rectified Linear activation function')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Hyperbolic Tangent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "tanh = keras.layers.Activation('tanh')\n",
    "values = tanh(z).numpy()\n",
    "grad = gradient(values, z)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Hyperbolic Tangent activation function')"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 3840x2640 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(z, values, '-')\n",
    "plt.plot(z[1:], grad, '-')\n",
    "plt.legend(['function', 'gradient'])\n",
    "plt.xlabel('z')\n",
    "plt.title('Hyperbolic Tangent activation function')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<div style=\"width: 100%; overflow: hidden;\">\n",
    "     <img src=\"data/D4Sci_logo_full.png\" alt=\"Data For Science, Inc\" align=\"center\" border=\"0\" width=300px> \n",
    "</div>"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
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   "language": "python",
   "name": "python3"
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  "varInspector": {
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   "kernels_config": {
    "python": {
     "delete_cmd_postfix": "",
     "delete_cmd_prefix": "del ",
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}