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Aug 22nd, 2019
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  1. {
  2. "cells": [
  3. {
  4. "cell_type": "code",
  5. "execution_count": 5,
  6. "metadata": {},
  7. "outputs": [
  8. {
  9. "name": "stdout",
  10. "output_type": "stream",
  11. "text": [
  12. "Total Non NaN values: 12233776"
  13. ]
  14. },
  15. {
  16. "name": "stdout",
  17. "output_type": "stream",
  18. "text": [
  19. "\n"
  20. ]
  21. },
  22. {
  23. "name": "stdout",
  24. "output_type": "stream",
  25. "text": [
  26. "Total NaN values: 6224"
  27. ]
  28. },
  29. {
  30. "name": "stdout",
  31. "output_type": "stream",
  32. "text": [
  33. "\n"
  34. ]
  35. },
  36. {
  37. "name": "stdout",
  38. "output_type": "stream",
  39. "text": [
  40. "(60000, 192)"
  41. ]
  42. },
  43. {
  44. "name": "stdout",
  45. "output_type": "stream",
  46. "text": [
  47. "\n"
  48. ]
  49. },
  50. {
  51. "name": "stdout",
  52. "output_type": "stream",
  53. "text": [
  54. "Total Non NaN values: 2039040"
  55. ]
  56. },
  57. {
  58. "name": "stdout",
  59. "output_type": "stream",
  60. "text": [
  61. "\n"
  62. ]
  63. },
  64. {
  65. "name": "stdout",
  66. "output_type": "stream",
  67. "text": [
  68. "Total NaN values: 960"
  69. ]
  70. },
  71. {
  72. "name": "stdout",
  73. "output_type": "stream",
  74. "text": [
  75. "\n"
  76. ]
  77. },
  78. {
  79. "name": "stdout",
  80. "output_type": "stream",
  81. "text": [
  82. "(10000, 192)"
  83. ]
  84. },
  85. {
  86. "name": "stdout",
  87. "output_type": "stream",
  88. "text": [
  89. "\n"
  90. ]
  91. }
  92. ],
  93. "source": [
  94. "## extract features from original images ##\n",
  95. "feat_train_data, feat_test_data = extr_feat(dataset)\n"
  96. ]
  97. }
  98. ],
  99. "metadata": {
  100. "kernelspec": {
  101. "display_name": "Python 2",
  102. "language": "python",
  103. "name": "python2"
  104. },
  105. "language_info": {
  106. "codemirror_mode": {
  107. "name": "ipython",
  108. "version": 2
  109. },
  110. "file_extension": ".py",
  111. "mimetype": "text/x-python",
  112. "name": "python",
  113. "nbconvert_exporter": "python",
  114. "pygments_lexer": "ipython2",
  115. "version": "2.7.6"
  116. }
  117. },
  118. "nbformat": 4,
  119. "nbformat_minor": 0
  120. }
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