[ DevCourseWeb.com ] Machine Learning with PyTorch and Scikit-Learn - Develop machine learning and deep learning models with Python

File Name

Size

Get Bonus Downloads Here.url

182 B

~Get Your Files Here !/9781801819312-MACHINELEARNINGWITHPYTORCHANDSCIKITLEARN.pdf

29 MB

~Get Your Files Here !/9781801819312.epub

61 MB

~Get Your Files Here !/9781801819312_Code/LICENSE.txt

1.1 kB

~Get Your Files Here !/9781801819312_Code/README.md

3.0 kB

~Get Your Files Here !/9781801819312_Code/Software and hardware list.pdf

114 kB

~Get Your Files Here !/9781801819312_Code/ch01/README.md

3.6 kB

~Get Your Files Here !/9781801819312_Code/ch01/ch01.ipynb

5.8 MB

~Get Your Files Here !/9781801819312_Code/ch01/convert_notebook_to_script.py

2.4 kB

~Get Your Files Here !/9781801819312_Code/ch01/figures/01_01.png

362 kB

~Get Your Files Here !/9781801819312_Code/ch01/figures/01_02.png

312 kB

~Get Your Files Here !/9781801819312_Code/ch01/figures/01_03.png

730 kB

~Get Your Files Here !/9781801819312_Code/ch01/figures/01_04.png

490 kB

~Get Your Files Here !/9781801819312_Code/ch01/figures/01_05.png

85 kB

~Get Your Files Here !/9781801819312_Code/ch01/figures/01_06.png

504 kB

~Get Your Files Here !/9781801819312_Code/ch01/figures/01_07.png

617 kB

~Get Your Files Here !/9781801819312_Code/ch01/figures/01_08.png

821 kB

~Get Your Files Here !/9781801819312_Code/ch01/figures/01_09.png

488 kB

~Get Your Files Here !/9781801819312_Code/ch01/python_environment_check.ipynb

1.2 kB

~Get Your Files Here !/9781801819312_Code/ch02/README.md

871 B

~Get Your Files Here !/9781801819312_Code/ch02/ch02.ipynb

2.9 MB

~Get Your Files Here !/9781801819312_Code/ch02/ch02.py

15 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_01.png

535 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_02.png

182 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_03.png

242 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_04.png

236 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_05.png

33 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_06.png

55 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_07.png

72 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_08.png

80 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_09.png

369 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_10.png

139 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_11.png

122 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_12.png

164 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_13.png

229 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_14.png

182 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_15_1.png

98 kB

~Get Your Files Here !/9781801819312_Code/ch02/figures/02_15_2.png

56 kB

~Get Your Files Here !/9781801819312_Code/ch02/iris.data

4.6 kB

~Get Your Files Here !/9781801819312_Code/ch02/iris.names.txt

3.0 kB

~Get Your Files Here !/9781801819312_Code/ch03/README.md

1.3 kB

~Get Your Files Here !/9781801819312_Code/ch03/ch03.ipynb

3.5 MB

~Get Your Files Here !/9781801819312_Code/ch03/ch03.py

18 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_01.png

156 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_02.png

44 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_03.png

460 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_04.png

84 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_05.png

87 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_06.png

160 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_07.png

143 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_08.png

62 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_09.png

287 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_10.png

143 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_11.png

161 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_12.png

76 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_13.png

392 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_14.png

147 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_15.png

162 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_16.png

150 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_17.png

228 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_18.png

189 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_19.png

155 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_20.png

147 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_21.png

142 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_21_1.png

203 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_22.png

148 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_23.png

113 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_24.png

162 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_25.png

312 kB

~Get Your Files Here !/9781801819312_Code/ch03/figures/03_26.png

73 kB

~Get Your Files Here !/9781801819312_Code/ch04/README.md

1.1 kB

~Get Your Files Here !/9781801819312_Code/ch04/ch04.ipynb

2.0 MB

~Get Your Files Here !/9781801819312_Code/ch04/ch04.py

16 kB

~Get Your Files Here !/9781801819312_Code/ch04/figures/04_01.png

24 kB

~Get Your Files Here !/9781801819312_Code/ch04/figures/04_02.png

162 kB

~Get Your Files Here !/9781801819312_Code/ch04/figures/04_03.png

106 kB

~Get Your Files Here !/9781801819312_Code/ch04/figures/04_04.png

132 kB

~Get Your Files Here !/9781801819312_Code/ch04/figures/04_05.png

315 kB

~Get Your Files Here !/9781801819312_Code/ch04/figures/04_06.png

435 kB

~Get Your Files Here !/9781801819312_Code/ch04/figures/04_07.png

417 kB

~Get Your Files Here !/9781801819312_Code/ch04/figures/04_08.png

210 kB

~Get Your Files Here !/9781801819312_Code/ch04/figures/04_09.png

73 kB

~Get Your Files Here !/9781801819312_Code/ch04/figures/04_10.png

86 kB

~Get Your Files Here !/9781801819312_Code/ch04/wine.data

11 kB

~Get Your Files Here !/9781801819312_Code/ch04/wine.names.txt

3.1 kB

~Get Your Files Here !/9781801819312_Code/ch05/README.md

1.0 kB

~Get Your Files Here !/9781801819312_Code/ch05/ch05.ipynb

885 kB

~Get Your Files Here !/9781801819312_Code/ch05/ch05.py

20 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_01.png

98 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_02.png

69 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_03.png

65 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_04.png

110 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_05.png

80 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_05_02.png

85 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_05_03.png

85 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_06.png

175 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_07.png

58 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_08.png

63 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_09.png

110 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_10.png

80 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_11.png

200 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_12.png

16 kB

~Get Your Files Here !/9781801819312_Code/ch05/figures/05_13.png

224 kB

~Get Your Files Here !/9781801819312_Code/ch05/wine.data

11 kB

~Get Your Files Here !/9781801819312_Code/ch05/wine.names.txt

3.1 kB

~Get Your Files Here !/9781801819312_Code/ch06/README.md

1.1 kB

~Get Your Files Here !/9781801819312_Code/ch06/ch06.ipynb

3.1 MB

~Get Your Files Here !/9781801819312_Code/ch06/ch06.py

16 kB

~Get Your Files Here !/9781801819312_Code/ch06/figures/06_01.png

307 kB

~Get Your Files Here !/9781801819312_Code/ch06/figures/06_02.png

349 kB

~Get Your Files Here !/9781801819312_Code/ch06/figures/06_03.png

406 kB

~Get Your Files Here !/9781801819312_Code/ch06/figures/06_04.png

706 kB

~Get Your Files Here !/9781801819312_Code/ch06/figures/06_05.png

104 kB

~Get Your Files Here !/9781801819312_Code/ch06/figures/06_06.png

153 kB

~Get Your Files Here !/9781801819312_Code/ch06/figures/06_07.png

395 kB

~Get Your Files Here !/9781801819312_Code/ch06/figures/06_08.png

81 kB

~Get Your Files Here !/9781801819312_Code/ch06/figures/06_09.png

18 kB

~Get Your Files Here !/9781801819312_Code/ch06/figures/06_10.png

181 kB

~Get Your Files Here !/9781801819312_Code/ch06/wdbc.data

122 kB

~Get Your Files Here !/9781801819312_Code/ch06/wdbc.names.txt

4.7 kB

~Get Your Files Here !/9781801819312_Code/ch07/README.md

1.0 kB

~Get Your Files Here !/9781801819312_Code/ch07/ch07.ipynb

3.5 MB

~Get Your Files Here !/9781801819312_Code/ch07/ch07.py

23 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_01.png

109 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_02.png

266 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_03.png

108 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_04.png

147 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_05.png

139 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_06.png

347 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_07.png

247 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_08.png

95 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_09.png

563 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_10.png

208 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_11.png

94 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_12.png

46 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_13.png

121 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_14.png

179 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_15.png

234 kB

~Get Your Files Here !/9781801819312_Code/ch07/figures/07_16.png

203 kB

~Get Your Files Here !/9781801819312_Code/ch07/wine.data

11 kB

~Get Your Files Here !/9781801819312_Code/ch07/wine.names.txt

3.1 kB

~Get Your Files Here !/9781801819312_Code/ch08/README.md

915 B

~Get Your Files Here !/9781801819312_Code/ch08/ch08.ipynb

57 kB

~Get Your Files Here !/9781801819312_Code/ch08/ch08.py

23 kB

~Get Your Files Here !/9781801819312_Code/ch08/movie_data.csv

63 MB

~Get Your Files Here !/9781801819312_Code/ch09/AmesHousing.txt

941 kB

~Get Your Files Here !/9781801819312_Code/ch09/DataDocumentation.txt

20 kB

~Get Your Files Here !/9781801819312_Code/ch09/README.md

1.1 kB

~Get Your Files Here !/9781801819312_Code/ch09/ch09.ipynb

1.1 MB

~Get Your Files Here !/9781801819312_Code/ch09/ch09.py

20 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_01.png

161 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_01_2.png

301 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_02.png

34 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_03.png

663 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_04.png

627 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_05.png

171 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_06.png

42 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_07.png

183 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_08.png

202 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_09.png

119 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_10.png

137 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_11.png

94 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_12.png

189 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_13.png

178 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_14.png

143 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_15.png

202 kB

~Get Your Files Here !/9781801819312_Code/ch09/figures/09_16.png

87 kB

~Get Your Files Here !/9781801819312_Code/ch10/README.md

876 B

~Get Your Files Here !/9781801819312_Code/ch10/ch10.ipynb

1.2 MB

~Get Your Files Here !/9781801819312_Code/ch10/ch10.py

14 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_01.png

125 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_02.png

114 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_03.png

74 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_04.png

37 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_05.png

116 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_06.png

37 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_07.png

415 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_08.png

32 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_09.png

79 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_10.png

33 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_11.png

29 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_12.png

47 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_13.png

352 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_14.png

105 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_15.png

176 kB

~Get Your Files Here !/9781801819312_Code/ch10/figures/10_16.png

126 kB

~Get Your Files Here !/9781801819312_Code/ch11/README.md

961 B

~Get Your Files Here !/9781801819312_Code/ch11/ch11.ipynb

4.8 MB

~Get Your Files Here !/9781801819312_Code/ch11/ch11.py

14 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_01.png

251 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_02.png

317 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_03.png

76 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_04.png

20 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_05.png

29 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_06.png

296 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_07.png

55 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_08.png

76 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_09.png

137 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_10.png

288 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_11.png

668 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_12.png

840 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_13.png

1012 kB

~Get Your Files Here !/9781801819312_Code/ch11/figures/11_14.png

92 kB

~Get Your Files Here !/9781801819312_Code/ch11/neuralnet.py

3.4 kB

~Get Your Files Here !/9781801819312_Code/ch12/README.md

1.7 kB

~Get Your Files Here !/9781801819312_Code/ch12/cat_dog_images/cat-01.jpg

136 kB

~Get Your Files Here !/9781801819312_Code/ch12/cat_dog_images/cat-02.jpg

149 kB

~Get Your Files Here !/9781801819312_Code/ch12/cat_dog_images/cat-03.jpg

120 kB

~Get Your Files Here !/9781801819312_Code/ch12/cat_dog_images/dog-01.jpg

132 kB

~Get Your Files Here !/9781801819312_Code/ch12/cat_dog_images/dog-02.jpg

252 kB

~Get Your Files Here !/9781801819312_Code/ch12/cat_dog_images/dog-03.jpg

208 kB

~Get Your Files Here !/9781801819312_Code/ch12/ch12_part1.ipynb

1.8 MB

~Get Your Files Here !/9781801819312_Code/ch12/ch12_part1.py

11 kB

~Get Your Files Here !/9781801819312_Code/ch12/ch12_part2.ipynb

564 kB

~Get Your Files Here !/9781801819312_Code/ch12/ch12_part2.py

12 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/12_01.png

86 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/12_02.png

89 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/12_03.pdf

214 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/12_04.pdf

333 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/12_05.pdf

331 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/12_06.pdf

14 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/12_07.pdf

7.6 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/12_08.pdf

13 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/12_09.pdf

14 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/12_10.pdf

14 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/12_11.png

327 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/celeba-files.png

31 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/gdrive-download-location-1.png

28 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/gdrive-download-location-2.png

26 kB

~Get Your Files Here !/9781801819312_Code/ch12/figures/gdrive-download-location-3.png

15 kB

~Get Your Files Here !/9781801819312_Code/ch13/README.md

1.3 kB

~Get Your Files Here !/9781801819312_Code/ch13/ch13_part1.ipynb

549 kB

~Get Your Files Here !/9781801819312_Code/ch13/ch13_part1.py

14 kB

~Get Your Files Here !/9781801819312_Code/ch13/ch13_part2.ipynb

206 kB

~Get Your Files Here !/9781801819312_Code/ch13/ch13_part2.py

6.8 kB

~Get Your Files Here !/9781801819312_Code/ch13/ch13_part3_lightning.ipynb

344 kB

~Get Your Files Here !/9781801819312_Code/ch13/ch13_part3_lightning.py

6.7 kB

~Get Your Files Here !/9781801819312_Code/ch13/ch13_part4_ignite.ipynb

239 kB

~Get Your Files Here !/9781801819312_Code/ch13/ch13_part4_ignite.py

13 kB

~Get Your Files Here !/9781801819312_Code/ch13/figures/13_07.png

129 kB

~Get Your Files Here !/9781801819312_Code/ch13/figures/13_09.png

101 kB

~Get Your Files Here !/9781801819312_Code/ch13/figures/13_10.png

24 kB

~Get Your Files Here !/9781801819312_Code/ch13/figures/13_11.png

110 kB

~Get Your Files Here !/9781801819312_Code/ch13/figures/ignite-01.png

160 kB

~Get Your Files Here !/9781801819312_Code/ch13/lightning_logs/version_0/checkpoints/epoch=17-step=15479.ckpt

308 kB

~Get Your Files Here !/9781801819312_Code/ch13/lightning_logs/version_0/events.out.tfevents.1643132087.Sebastian-Air.local.8211.0

18 kB

~Get Your Files Here !/9781801819312_Code/ch13/lightning_logs/version_0/events.out.tfevents.1643132134.Sebastian-Air.local.8211.1

179 B

~Get Your Files Here !/9781801819312_Code/ch13/lightning_logs/version_0/hparams.yaml

4 B

~Get Your Files Here !/9781801819312_Code/ch13/lightning_logs/version_1/events.out.tfevents.1643132137.Sebastian-Air.local.8211.2

38 kB

~Get Your Files Here !/9781801819312_Code/ch13/lightning_logs/version_1/events.out.tfevents.1643132232.Sebastian-Air.local.8211.3

182 B

~Get Your Files Here !/9781801819312_Code/ch13/lightning_logs/version_1/events.out.tfevents.1643132233.Sebastian-Air.local.8211.4

179 B

~Get Your Files Here !/9781801819312_Code/ch13/lightning_logs/version_1/hparams.yaml

4 B

~Get Your Files Here !/9781801819312_Code/ch14/README.md

2.9 kB

~Get Your Files Here !/9781801819312_Code/ch14/ch14_part1.ipynb

1.7 MB

~Get Your Files Here !/9781801819312_Code/ch14/ch14_part1.py

12 kB

~Get Your Files Here !/9781801819312_Code/ch14/ch14_part2.ipynb

2.6 MB

~Get Your Files Here !/9781801819312_Code/ch14/ch14_part2.py

13 kB

~Get Your Files Here !/9781801819312_Code/ch14/example-image.png

22 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_01.png

285 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_02.png

23 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_03.png

201 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_04.png

56 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_05.png

251 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_06.png

28 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_07.png

98 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_08.png

54 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_09.png

76 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_10.png

30 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_11.png

62 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_12.png

94 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_13.png

32 kB

~Get Your Files Here !/9781801819312_Code/ch14/figures/14_14.png

12 kB

~Get Your Files Here !/9781801819312_Code/ch15/1268-0.txt

1.1 MB

~Get Your Files Here !/9781801819312_Code/ch15/README.md

1.2 kB

~Get Your Files Here !/9781801819312_Code/ch15/ch15_part1.ipynb

1.2 MB

~Get Your Files Here !/9781801819312_Code/ch15/ch15_part1.py

3.2 kB

~Get Your Files Here !/9781801819312_Code/ch15/ch15_part2.ipynb

167 kB

~Get Your Files Here !/9781801819312_Code/ch15/ch15_part2.py

11 kB

~Get Your Files Here !/9781801819312_Code/ch15/ch15_part3.ipynb

1.4 MB

~Get Your Files Here !/9781801819312_Code/ch15/ch15_part3.py

7.8 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_01.png

44 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_02.png

82 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_03.png

27 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_04.png

102 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_05.png

48 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_06.png

130 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_07.png

127 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_08.png

38 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_09.png

301 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_10.png

103 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_11.png

394 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_12.png

71 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_13.png

43 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_14.png

73 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_15.png

258 kB

~Get Your Files Here !/9781801819312_Code/ch15/figures/15_16.png

186 kB

~Get Your Files Here !/9781801819312_Code/ch16/README.md

1.5 kB

~Get Your Files Here !/9781801819312_Code/ch16/ch16-part1-self-attention.ipynb

5.8 MB

~Get Your Files Here !/9781801819312_Code/ch16/ch16-part1-self-attention.py

7.6 kB

~Get Your Files Here !/9781801819312_Code/ch16/ch16-part2-gpt2.ipynb

6.6 MB

~Get Your Files Here !/9781801819312_Code/ch16/ch16-part2-gpt2.py

2.1 kB

~Get Your Files Here !/9781801819312_Code/ch16/ch16-part3-bert.ipynb

104 kB

~Get Your Files Here !/9781801819312_Code/ch16/ch16-part3-bert.py

8.8 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_01.png

682 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_02.png

266 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_03.png

665 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_04.png

282 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_05.png

850 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_06.png

479 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_07.png

256 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_08.png

564 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_09.png

405 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_10.png

1.2 MB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_11.png

1.6 MB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_12.png

1.5 MB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_13.png

1.2 MB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_14.png

168 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_15.png

691 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_16.png

188 kB

~Get Your Files Here !/9781801819312_Code/ch16/figures/16_17.png

986 kB

~Get Your Files Here !/9781801819312_Code/ch17/README.md

1.1 kB

~Get Your Files Here !/9781801819312_Code/ch17/ch17_part1.ipynb

7.1 MB

~Get Your Files Here !/9781801819312_Code/ch17/ch17_part1.py

13 kB

~Get Your Files Here !/9781801819312_Code/ch17/ch17_part2.ipynb

2.5 MB

~Get Your Files Here !/9781801819312_Code/ch17/ch17_part2.py

13 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_01.png

492 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_02.png

2.2 MB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_03.png

1.7 MB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_04.png

357 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_05.png

72 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_06.png

68 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_07.png

29 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_08.png

188 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_09.png

126 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_10.png

236 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_11.png

588 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_12.png

203 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_13.png

174 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_14.png

236 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_15.png

183 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_16.png

68 kB

~Get Your Files Here !/9781801819312_Code/ch17/figures/17_17.png

101 kB

~Get Your Files Here !/9781801819312_Code/ch18/README.md

1.0 kB

~Get Your Files Here !/9781801819312_Code/ch18/ch18_part1.ipynb

11 MB

~Get Your Files Here !/9781801819312_Code/ch18/ch18_part1.py

9.3 kB

~Get Your Files Here !/9781801819312_Code/ch18/ch18_part2.ipynb

2.5 MB

~Get Your Files Here !/9781801819312_Code/ch18/ch18_part2.py

5.0 kB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_01.png

280 kB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_02.png

329 kB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_03.png

128 kB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_04.png

1.5 MB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_05.png

624 kB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_06.png

510 kB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_07.png

1.1 MB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_08.png

1.0 MB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_09.png

1.6 MB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_10.png

493 kB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_11.png

907 kB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_12.png

284 kB

~Get Your Files Here !/9781801819312_Code/ch18/figures/18_13.png

1.8 MB

~Get Your Files Here !/9781801819312_Code/ch19/README.md

2.0 kB

~Get Your Files Here !/9781801819312_Code/ch19/cartpole/main.py

5.7 kB

~Get Your Files Here !/9781801819312_Code/ch19/ch19.ipynb

4.8 MB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_01.png

275 kB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_02.png

95 kB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_03.png

165 kB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_04.png

819 kB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_05.png

182 kB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_06.png

131 kB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_07.png

137 kB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_08.png

61 kB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_09.png

366 kB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_10.png

973 kB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_11.png

161 kB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_12.png

84 kB

~Get Your Files Here !/9781801819312_Code/ch19/figures/19_13.png

215 kB

~Get Your Files Here !/9781801819312_Code/ch19/gridworld/agent.py

2.1 kB

~Get Your Files Here !/9781801819312_Code/ch19/gridworld/gridworld_env.py

8.0 kB

~Get Your Files Here !/9781801819312_Code/ch19/gridworld/qlearning.py

2.6 kB

~Get Your Files Here !/9781801819312_Code/convert_notebook_to_script.py

2.4 kB

~Get Your Files Here !/9781801819312_Code/git/HEAD

21 B

~Get Your Files Here !/9781801819312_Code/git/config

309 B

~Get Your Files Here !/9781801819312_Code/git/description

73 B

~Get Your Files Here !/9781801819312_Code/git/hooks/applypatch-msg.sample

478 B

~Get Your Files Here !/9781801819312_Code/git/hooks/commit-msg.sample

896 B

~Get Your Files Here !/9781801819312_Code/git/hooks/fsmonitor-watchman.sample

4.5 kB

~Get Your Files Here !/9781801819312_Code/git/hooks/post-update.sample

189 B

~Get Your Files Here !/9781801819312_Code/git/hooks/pre-applypatch.sample

424 B

~Get Your Files Here !/9781801819312_Code/git/hooks/pre-commit.sample

1.6 kB

~Get Your Files Here !/9781801819312_Code/git/hooks/pre-merge-commit.sample

416 B

~Get Your Files Here !/9781801819312_Code/git/hooks/pre-push.sample

1.3 kB

~Get Your Files Here !/9781801819312_Code/git/hooks/pre-rebase.sample

4.8 kB

~Get Your Files Here !/9781801819312_Code/git/hooks/pre-receive.sample

544 B

~Get Your Files Here !/9781801819312_Code/git/hooks/prepare-commit-msg.sample

1.5 kB

~Get Your Files Here !/9781801819312_Code/git/hooks/push-to-checkout.sample

2.7 kB

~Get Your Files Here !/9781801819312_Code/git/hooks/update.sample

3.6 kB

~Get Your Files Here !/9781801819312_Code/git/index

34 kB

~Get Your Files Here !/9781801819312_Code/git/info/exclude

240 B

~Get Your Files Here !/9781801819312_Code/git/logs/HEAD

196 B

~Get Your Files Here !/9781801819312_Code/git/logs/refs/heads/main

196 B

~Get Your Files Here !/9781801819312_Code/git/logs/refs/remotes/origin/HEAD

196 B

~Get Your Files Here !/9781801819312_Code/git/objects/pack/pack-0f48181b8b0c051c40c7d403bfb95ecde41a358a.idx

19 kB

~Get Your Files Here !/9781801819312_Code/git/objects/pack/pack-0f48181b8b0c051c40c7d403bfb95ecde41a358a.pack

156 MB

~Get Your Files Here !/9781801819312_Code/git/packed-refs

383 B

~Get Your Files Here !/9781801819312_Code/git/refs/heads/main

41 B

~Get Your Files Here !/9781801819312_Code/git/refs/remotes/origin/HEAD

30 B

~Get Your Files Here !/9781801819312_Code/gitignore

409 B

~Get Your Files Here !/9781801819312_Code/other/cover_1.jpg

85 kB

~Get Your Files Here !/9781801819312_Code/python_environment_check.py

1.6 kB

~Get Your Files Here !/9781801819312_Code/update_python_from_notebook.sh

261 B

~Get Your Files Here !/Bonus Resources.txt

386 B