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

Creation Time	Sept. 3, 2025, 9:12 a.m.
Last Access Time	Sept. 29, 2025, 4:55 a.m.
File Size	41.0 MB
Keywords	a Week Natingga D Science Algorithms 2018 in Data 2ed
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Total Files	103
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Natingga D. Data Science Algorithms in a Week 2ed 2018.pdf 16.1 MB
Code Files/Chapter01/text_classification/pg10900.txt 4.3 MB
Code Files/Chapter05/document_clustering/8.txt 4.2 MB
Code Files/Chapter05/document_clustering/1.txt 1.6 MB
Code Files/Chapter05/document_clustering/2.txt 1.3 MB
Code Files/Chapter05/document_clustering/7.txt 1.2 MB
Code Files/Chapter05/document_clustering/11.txt 1.1 MB
Code Files/Chapter05/document_clustering/14.txt 1.0 MB
Code Files/Chapter05/document_clustering/6.txt 1.0 MB
Code Files/Chapter05/document_clustering/4.txt 892.9 KB
Code Files/Chapter01/map_of_italy/italy_100partial.pgm 676.5 KB
Code Files/Chapter01/map_of_italy/italy_100completed_9.pgm 676.5 KB
Code Files/Chapter01/map_of_italy/italy_100completed_5.pgm 676.5 KB
Code Files/Chapter01/map_of_italy/italy_100completed_3.pgm 676.5 KB
Code Files/Chapter01/map_of_italy/italy_100completed_7.pgm 676.5 KB
Code Files/Chapter01/map_of_italy/italy_100completed_1.pgm 676.5 KB
Code Files/Chapter01/map_of_italy/italy.pgm 675.8 KB
Code Files/Chapter05/document_clustering/13.txt 612.9 KB
Code Files/Chapter05/document_clustering/16.txt 581.0 KB
Code Files/Chapter05/document_clustering/3.txt 459.5 KB
Code Files/Chapter05/document_clustering/15.txt 451.2 KB
Code Files/Chapter05/document_clustering/12.txt 412.0 KB
Code Files/Chapter05/document_clustering/5.txt 387.1 KB
Code Files/Chapter05/document_clustering/10.txt 350.6 KB
Code Files/Chapter05/document_clustering/17.txt 138.1 KB
Code Files/Chapter05/document_clustering/9.txt 116.6 KB
Code Files/Chapter07/coindesk-bpi-USD-close_data-2010-07-18_2017-06-25.csv 69.9 KB
Code Files/Chapter04/chess_with_seasons.out 42.1 KB
Code Files/Chapter04/chess.out 38.7 KB
Code Files/Chapter04/swim.out 12.4 KB
Code Files/common/decision_tree.py 10.6 KB
Code Files/Chapter05/k-means_clustering.py 7.2 KB
Code Files/Chapter04/random_forest.py 7.1 KB
Code Files/Chapter01/knn.py 6.0 KB
Code Files/common/common.py 4.9 KB
Code Files/common/common.pyc 4.9 KB
Code Files/Chapter02/naive_bayes.py 3.6 KB
Code Files/Chapter01/mary_and_temperature_preferences/mary_and_temperature_preferences_completed.data 2.8 KB
Code Files/Chapter07/sales_year.py 2.7 KB
Code Files/Chapter06/regression.py 2.3 KB
Code Files/Chapter01/mary_and_temperature_preferences/knn_to_data.py 1.8 KB
Code Files/Chapter03/construct_decision_tree.py 1.7 KB
Code Files/Chapter01/map_of_italy/knn_to_pgm.py 1.3 KB
Code Files/Chapter01/mary_and_temperature_preferences/mary_and_temperature_preferences_draw_graph.py 1.3 KB
Code Files/Chapter01/map_of_italy/map_of_italy_error_rate.py 1.0 KB
Code Files/common/algo.py 890 bytes
Code Files/Chapter07/year_bitcoin.py 695 bytes
Code Files/Chapter07/shop_sales.csv 690 bytes
Code Files/AppendixC/appendix_summary.py 534 bytes
Code Files/AppendixC/example05_tuple.py 468 bytes
Code Files/Chapter04/playtennis.csv 446 bytes
Code Files/AppendixC/example02_int.py 418 bytes
Code Files/AppendixC/example07_set.py 417 bytes
Code Files/Chapter04/README.md 398 bytes
Code Files/Chapter03/playtennis.csv 396 bytes
Code Files/common/sort.py 392 bytes
Code Files/AppendixC/example09_if_else_elif.py 382 bytes
Code Files/Chapter07/bitcoin_prices.csv 327 bytes
Code Files/AppendixC/example03_float.py 324 bytes
Code Files/Chapter02/spam.csv 321 bytes
Code Files/Chapter07/profit_year.py 317 bytes
Code Files/Chapter06/flight_time.py 317 bytes
Code Files/AppendixC/example13_function.py 307 bytes
Code Files/AppendixC/example01_comments.py 303 bytes
Code Files/Chapter02/illness.csv 296 bytes
Code Files/README.md 293 bytes
Code Files/Chapter06/speed_distance.py 292 bytes
Code Files/Chapter06/fahrenheit_celsius.py 285 bytes
Code Files/Chapter04/chess_with_seasons.csv 265 bytes
Code Files/Chapter06/weight_prediction.py 265 bytes
Code Files/Chapter05/document_clustering/word_frequencies_money_god_scaled.csv 265 bytes
Code Files/Chapter06/celsius_fahrenheit.py 264 bytes
Code Files/Chapter02/chess.csv 262 bytes
Code Files/Chapter04/chess.csv 262 bytes
Code Files/Chapter06/cloud_storage.py 256 bytes
Code Files/Chapter03/chess_with_seasons.csv 244 bytes
Code Files/Chapter03/chess.csv 242 bytes
Code Files/Chapter05/document_clustering/word_frequencies_jesus_god_scaled.csv 238 bytes
Code Files/AppendixC/example08_dictionary.py 220 bytes
Code Files/AppendixC/example12_break_continue.py 210 bytes
Code Files/AppendixC/example15_file.py 204 bytes
Code Files/AppendixC/example14_arguments.py 194 bytes
Code Files/Chapter02/chess_reduced.csv 181 bytes
Code Files/AppendixC/example04_string.py 138 bytes
Code Files/Chapter04/swim.csv 130 bytes
Code Files/Chapter04/shopping.csv 123 bytes
Code Files/Chapter03/swim.csv 118 bytes
Code Files/Chapter06/distance_flight_duration.csv 116 bytes
Code Files/AppendixC/example06_list.py 115 bytes
Code Files/AppendixC/example11_for_loop_list.py 113 bytes
Code Files/Chapter03/shopping.csv 111 bytes
Code Files/Chapter05/house_ownership2.csv 110 bytes
Code Files/Chapter05/couples_children.csv 108 bytes
Code Files/Chapter01/mary_and_temperature_preferences/mary_and_temperature_preferences.data 81 bytes
Code Files/AppendixC/example10_for_loop_range.py 77 bytes
Code Files/Chapter05/persons_by_height_weight.csv 77 bytes
Code Files/Chapter06/height_weight.csv 67 bytes
Code Files/Chapter06/fahrenheit_celsius.csv 54 bytes
Code Files/Chapter05/problem5_2b.csv 50 bytes
Code Files/Chapter05/mary_and_temperature_preferences.csv 41 bytes
Code Files/Chapter05/problem5_2.csv 35 bytes
Code Files/AppendixC/test.txt 22 bytes
Code Files/AppendixC/example00_helloworld.py 21 bytes

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