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Natingga D Data Science Algorithms in a Week 2ed 2018

Code Files

AppendixC

appendix_summary.py	PY	534 B
example00_helloworld.py	PY	21 B
example01_comments.py	PY	303 B
example02_int.py	PY	418 B
example03_float.py	PY	324 B
example04_string.py	PY	138 B
example05_tuple.py	PY	468 B
example06_list.py	PY	115 B
example07_set.py	PY	417 B
example08_dictionary.py	PY	220 B
example09_if_else_elif.py	PY	382 B
example10_for_loop_range.py	PY	77 B
example11_for_loop_list.py	PY	113 B
example12_break_continue.py	PY	210 B
example13_function.py	PY	307 B
example14_arguments.py	PY	194 B
example15_file.py	PY	204 B
test.txt	TXT	22 B

Chapter01

knn.py

6.01 KB

map_of_italy

italy.pgm	PGM	675.79 KB
italy_100completed_1.pgm	PGM	676.47 KB
italy_100completed_3.pgm	PGM	676.47 KB
italy_100completed_5.pgm	PGM	676.47 KB
italy_100completed_7.pgm	PGM	676.47 KB
italy_100completed_9.pgm	PGM	676.47 KB
italy_100partial.pgm	PGM	676.47 KB
knn_to_pgm.py	PY	1.33 KB
map_of_italy_error_rate.py	PY	1.04 KB

mary_and_temperature_preferences

knn_to_data.py	PY	1.84 KB
mary_and_temperature_preferences.data	DATA	81 B
mary_and_temperature_preferences_completed.data	DATA	2.76 KB
mary_and_temperature_preferences_draw_graph.py	PY	1.32 KB

text_classification

pg10900.txt

TXT

4.27 MB

Chapter02

chess.csv	CSV	262 B
chess_reduced.csv	CSV	181 B
illness.csv	CSV	296 B
naive_bayes.py	PY	3.55 KB
spam.csv	CSV	321 B

Chapter03

chess.csv	CSV	242 B
chess_with_seasons.csv	CSV	244 B
construct_decision_tree.py	PY	1.73 KB
playtennis.csv	CSV	396 B
shopping.csv	CSV	111 B
swim.csv	CSV	118 B

Chapter04

README.md	MD	398 B
chess.csv	CSV	262 B
chess.out	OUT	38.71 KB
chess_with_seasons.csv	CSV	265 B
chess_with_seasons.out	OUT	42.09 KB
playtennis.csv	CSV	446 B
random_forest.py	PY	7.07 KB
shopping.csv	CSV	123 B
swim.csv	CSV	130 B
swim.out	OUT	12.38 KB

Chapter05

couples_children.csv

CSV

108 B

document_clustering

1.txt	TXT	1.61 MB
10.txt	TXT	350.59 KB
11.txt	TXT	1.1 MB
12.txt	TXT	412.03 KB
13.txt	TXT	612.85 KB
14.txt	TXT	1.01 MB
15.txt	TXT	451.25 KB
16.txt	TXT	580.99 KB
17.txt	TXT	138.11 KB
2.txt	TXT	1.32 MB
3.txt	TXT	459.55 KB
4.txt	TXT	892.93 KB
5.txt	TXT	387.13 KB
6.txt	TXT	1 MB
7.txt	TXT	1.2 MB
8.txt	TXT	4.25 MB
9.txt	TXT	116.58 KB
word_frequencies_jesus_god_scaled.csv	CSV	238 B
word_frequencies_money_god_scaled.csv	CSV	265 B

house_ownership2.csv

CSV

110 B

k-means_clustering.py

7.21 KB

mary_and_temperature_preferences.csv

CSV

41 B

persons_by_height_weight.csv

CSV

77 B

problem5_2.csv

CSV

35 B

problem5_2b.csv

CSV

50 B

Chapter06

celsius_fahrenheit.py	PY	264 B
cloud_storage.py	PY	256 B
distance_flight_duration.csv	CSV	116 B
fahrenheit_celsius.csv	CSV	54 B
fahrenheit_celsius.py	PY	285 B
flight_time.py	PY	317 B
height_weight.csv	CSV	67 B
regression.py	PY	2.33 KB
speed_distance.py	PY	292 B
weight_prediction.py	PY	265 B

Chapter07

bitcoin_prices.csv	CSV	327 B
coindesk-bpi-USD-close_data-2010-07-18_2017-06-25.csv	CSV	69.93 KB
profit_year.py	PY	317 B
sales_year.py	PY	2.68 KB
shop_sales.csv	CSV	690 B
year_bitcoin.py	PY	695 B

README.md

293 B

common

algo.py	PY	890 B
common.py	PY	4.94 KB
common.pyc	PYC	4.9 KB
decision_tree.py	PY	10.64 KB
sort.py	PY	392 B

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

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16.11 MB

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