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Natingga D. Data Science Algorithms in a Week 2ed 2018

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文件列表

  1. Natingga D. Data Science Algorithms in a Week 2ed 2018.pdf 16MB
  2. Code Files/Chapter01/text_classification/pg10900.txt 4MB
  3. Code Files/Chapter05/document_clustering/8.txt 4MB
  4. Code Files/Chapter05/document_clustering/1.txt 2MB
  5. Code Files/Chapter05/document_clustering/2.txt 1MB
  6. Code Files/Chapter05/document_clustering/7.txt 1MB
  7. Code Files/Chapter05/document_clustering/11.txt 1MB
  8. Code Files/Chapter05/document_clustering/14.txt 1MB
  9. Code Files/Chapter05/document_clustering/6.txt 1MB
  10. Code Files/Chapter05/document_clustering/4.txt 893KB
  11. Code Files/Chapter01/map_of_italy/italy_100partial.pgm 676KB
  12. Code Files/Chapter01/map_of_italy/italy_100completed_9.pgm 676KB
  13. Code Files/Chapter01/map_of_italy/italy_100completed_5.pgm 676KB
  14. Code Files/Chapter01/map_of_italy/italy_100completed_3.pgm 676KB
  15. Code Files/Chapter01/map_of_italy/italy_100completed_7.pgm 676KB
  16. Code Files/Chapter01/map_of_italy/italy_100completed_1.pgm 676KB
  17. Code Files/Chapter01/map_of_italy/italy.pgm 676KB
  18. Code Files/Chapter05/document_clustering/13.txt 613KB
  19. Code Files/Chapter05/document_clustering/16.txt 581KB
  20. Code Files/Chapter05/document_clustering/3.txt 460KB
  21. Code Files/Chapter05/document_clustering/15.txt 451KB
  22. Code Files/Chapter05/document_clustering/12.txt 412KB
  23. Code Files/Chapter05/document_clustering/5.txt 387KB
  24. Code Files/Chapter05/document_clustering/10.txt 351KB
  25. Code Files/Chapter05/document_clustering/17.txt 138KB
  26. Code Files/Chapter05/document_clustering/9.txt 117KB
  27. Code Files/Chapter07/coindesk-bpi-USD-close_data-2010-07-18_2017-06-25.csv 70KB
  28. Code Files/Chapter04/chess_with_seasons.out 42KB
  29. Code Files/Chapter04/chess.out 39KB
  30. Code Files/Chapter04/swim.out 12KB
  31. Code Files/common/decision_tree.py 11KB
  32. Code Files/Chapter05/k-means_clustering.py 7KB
  33. Code Files/Chapter04/random_forest.py 7KB
  34. Code Files/Chapter01/knn.py 6KB
  35. Code Files/common/common.py 5KB
  36. Code Files/common/common.pyc 5KB
  37. Code Files/Chapter02/naive_bayes.py 4KB
  38. Code Files/Chapter01/mary_and_temperature_preferences/mary_and_temperature_preferences_completed.data 3KB
  39. Code Files/Chapter07/sales_year.py 3KB
  40. Code Files/Chapter06/regression.py 2KB
  41. Code Files/Chapter01/mary_and_temperature_preferences/knn_to_data.py 2KB
  42. Code Files/Chapter03/construct_decision_tree.py 2KB
  43. Code Files/Chapter01/map_of_italy/knn_to_pgm.py 1KB
  44. Code Files/Chapter01/mary_and_temperature_preferences/mary_and_temperature_preferences_draw_graph.py 1KB
  45. Code Files/Chapter01/map_of_italy/map_of_italy_error_rate.py 1KB
  46. Code Files/common/algo.py 890B
  47. Code Files/Chapter07/year_bitcoin.py 695B
  48. Code Files/Chapter07/shop_sales.csv 690B
  49. Code Files/AppendixC/appendix_summary.py 534B
  50. Code Files/AppendixC/example05_tuple.py 468B
  51. Code Files/Chapter04/playtennis.csv 446B
  52. Code Files/AppendixC/example02_int.py 418B
  53. Code Files/AppendixC/example07_set.py 417B
  54. Code Files/Chapter04/README.md 398B
  55. Code Files/Chapter03/playtennis.csv 396B
  56. Code Files/common/sort.py 392B
  57. Code Files/AppendixC/example09_if_else_elif.py 382B
  58. Code Files/Chapter07/bitcoin_prices.csv 327B
  59. Code Files/AppendixC/example03_float.py 324B
  60. Code Files/Chapter02/spam.csv 321B
  61. Code Files/Chapter07/profit_year.py 317B
  62. Code Files/Chapter06/flight_time.py 317B
  63. Code Files/AppendixC/example13_function.py 307B
  64. Code Files/AppendixC/example01_comments.py 303B
  65. Code Files/Chapter02/illness.csv 296B
  66. Code Files/README.md 293B
  67. Code Files/Chapter06/speed_distance.py 292B
  68. Code Files/Chapter06/fahrenheit_celsius.py 285B
  69. Code Files/Chapter04/chess_with_seasons.csv 265B
  70. Code Files/Chapter06/weight_prediction.py 265B
  71. Code Files/Chapter05/document_clustering/word_frequencies_money_god_scaled.csv 265B
  72. Code Files/Chapter06/celsius_fahrenheit.py 264B
  73. Code Files/Chapter02/chess.csv 262B
  74. Code Files/Chapter04/chess.csv 262B
  75. Code Files/Chapter06/cloud_storage.py 256B
  76. Code Files/Chapter03/chess_with_seasons.csv 244B
  77. Code Files/Chapter03/chess.csv 242B
  78. Code Files/Chapter05/document_clustering/word_frequencies_jesus_god_scaled.csv 238B
  79. Code Files/AppendixC/example08_dictionary.py 220B
  80. Code Files/AppendixC/example12_break_continue.py 210B
  81. Code Files/AppendixC/example15_file.py 204B
  82. Code Files/AppendixC/example14_arguments.py 194B
  83. Code Files/Chapter02/chess_reduced.csv 181B
  84. Code Files/AppendixC/example04_string.py 138B
  85. Code Files/Chapter04/swim.csv 130B
  86. Code Files/Chapter04/shopping.csv 123B
  87. Code Files/Chapter03/swim.csv 118B
  88. Code Files/Chapter06/distance_flight_duration.csv 116B
  89. Code Files/AppendixC/example06_list.py 115B
  90. Code Files/AppendixC/example11_for_loop_list.py 113B
  91. Code Files/Chapter03/shopping.csv 111B
  92. Code Files/Chapter05/house_ownership2.csv 110B
  93. Code Files/Chapter05/couples_children.csv 108B
  94. Code Files/Chapter01/mary_and_temperature_preferences/mary_and_temperature_preferences.data 81B
  95. Code Files/AppendixC/example10_for_loop_range.py 77B
  96. Code Files/Chapter05/persons_by_height_weight.csv 77B
  97. Code Files/Chapter06/height_weight.csv 67B
  98. Code Files/Chapter06/fahrenheit_celsius.csv 54B
  99. Code Files/Chapter05/problem5_2b.csv 50B
  100. Code Files/Chapter05/mary_and_temperature_preferences.csv 41B
  101. Code Files/Chapter05/problem5_2.csv 35B
  102. Code Files/AppendixC/test.txt 22B
  103. Code Files/AppendixC/example00_helloworld.py 21B