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Checked by:
Category:
Language:
English
Total Size:
461.6 MB
Info Hash:
8B199F77BBC3BD3F919F74F882EB3381F46C1C8E
Added By:
Added:
Oct. 24, 2023, 1:26 a.m.
Stats:
|
(Last updated: May 20, 2025, 6:30 a.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 182 bytes |
| 9781801819312-MACHINELEARNINGWITHPYTORCHANDSCIKITLEARN.pdf | 29.3 MB |
| 9781801819312.epub | 60.6 MB |
| LICENSE.txt | 1.1 KB |
| README.md | 3.0 KB |
| Software and hardware list.pdf | 114.5 KB |
| README.md | 3.6 KB |
| ch01.ipynb | 5.8 MB |
| convert_notebook_to_script.py | 2.4 KB |
| 01_01.png | 361.6 KB |
| 01_02.png | 311.9 KB |
| 01_03.png | 730.2 KB |
| 01_04.png | 489.5 KB |
| 01_05.png | 85.4 KB |
| 01_06.png | 504.0 KB |
| 01_07.png | 616.8 KB |
| 01_08.png | 820.7 KB |
| 01_09.png | 487.7 KB |
| python_environment_check.ipynb | 1.2 KB |
| README.md | 871 bytes |
| ch02.ipynb | 2.9 MB |
| ch02.py | 15.3 KB |
| 02_01.png | 534.9 KB |
| 02_02.png | 181.5 KB |
| 02_03.png | 241.6 KB |
| 02_04.png | 235.6 KB |
| 02_05.png | 32.8 KB |
| 02_06.png | 54.9 KB |
| 02_07.png | 71.8 KB |
| 02_08.png | 79.9 KB |
| 02_09.png | 369.0 KB |
| 02_10.png | 139.1 KB |
| 02_11.png | 122.1 KB |
| 02_12.png | 163.8 KB |
| 02_13.png | 229.0 KB |
| 02_14.png | 182.5 KB |
| 02_15_1.png | 98.4 KB |
| 02_15_2.png | 55.5 KB |
| iris.data | 4.6 KB |
| iris.names.txt | 3.0 KB |
| README.md | 1.3 KB |
| ch03.ipynb | 3.5 MB |
| ch03.py | 18.2 KB |
| 03_01.png | 155.9 KB |
| 03_02.png | 44.2 KB |
| 03_03.png | 459.5 KB |
| 03_04.png | 84.4 KB |
| 03_05.png | 86.8 KB |
| 03_06.png | 160.2 KB |
| 03_07.png | 142.9 KB |
| 03_08.png | 61.6 KB |
| 03_09.png | 287.3 KB |
| 03_10.png | 142.7 KB |
| 03_11.png | 161.3 KB |
| 03_12.png | 76.0 KB |
| 03_13.png | 392.5 KB |
| 03_14.png | 147.0 KB |
| 03_15.png | 161.9 KB |
| 03_16.png | 150.3 KB |
| 03_17.png | 228.4 KB |
| 03_18.png | 189.4 KB |
| 03_19.png | 154.7 KB |
| 03_20.png | 146.9 KB |
| 03_21.png | 141.6 KB |
| 03_21_1.png | 202.9 KB |
| 03_22.png | 148.5 KB |
| 03_23.png | 112.8 KB |
| 03_24.png | 162.1 KB |
| 03_25.png | 311.6 KB |
| 03_26.png | 72.6 KB |
| README.md | 1.1 KB |
| ch04.ipynb | 2.0 MB |
| ch04.py | 15.5 KB |
| 04_01.png | 23.9 KB |
| 04_02.png | 162.0 KB |
| 04_03.png | 106.2 KB |
| 04_04.png | 131.8 KB |
| 04_05.png | 315.4 KB |
| 04_06.png | 434.9 KB |
| 04_07.png | 416.6 KB |
| 04_08.png | 209.8 KB |
| 04_09.png | 73.2 KB |
| 04_10.png | 86.2 KB |
| wine.data | 10.7 KB |
| wine.names.txt | 3.1 KB |
| README.md | 1.0 KB |
| ch05.ipynb | 884.8 KB |
| ch05.py | 19.5 KB |
| 05_01.png | 97.9 KB |
| 05_02.png | 69.2 KB |
| 05_03.png | 65.2 KB |
| 05_04.png | 109.6 KB |
| 05_05.png | 79.8 KB |
| 05_05_02.png | 84.6 KB |
| 05_05_03.png | 84.6 KB |
| 05_06.png | 175.3 KB |
| 05_07.png | 58.4 KB |
| 05_08.png | 62.7 KB |
| 05_09.png | 110.3 KB |
| 05_10.png | 80.0 KB |
| 05_11.png | 200.1 KB |
| 05_12.png | 16.5 KB |
| 05_13.png | 224.5 KB |
| wine.data | 10.7 KB |
| wine.names.txt | 3.1 KB |
| README.md | 1.1 KB |
| ch06.ipynb | 3.1 MB |
| ch06.py | 16.1 KB |
| 06_01.png | 307.1 KB |
| 06_02.png | 349.3 KB |
| 06_03.png | 406.1 KB |
| 06_04.png | 705.5 KB |
| 06_05.png | 104.0 KB |
| 06_06.png | 152.6 KB |
| 06_07.png | 395.1 KB |
| 06_08.png | 81.1 KB |
| 06_09.png | 17.7 KB |
| 06_10.png | 181.0 KB |
| wdbc.data | 121.8 KB |
| wdbc.names.txt | 4.7 KB |
| README.md | 1.0 KB |
| ch07.ipynb | 3.5 MB |
| ch07.py | 22.9 KB |
| 07_01.png | 109.0 KB |
| 07_02.png | 265.8 KB |
| 07_03.png | 107.7 KB |
| 07_04.png | 146.9 KB |
| 07_05.png | 138.7 KB |
| 07_06.png | 346.9 KB |
| 07_07.png | 247.0 KB |
| 07_08.png | 95.4 KB |
| 07_09.png | 562.6 KB |
| 07_10.png | 208.3 KB |
| 07_11.png | 93.5 KB |
| 07_12.png | 46.0 KB |
| 07_13.png | 121.3 KB |
| 07_14.png | 179.1 KB |
| 07_15.png | 234.5 KB |
| 07_16.png | 202.9 KB |
| wine.data | 10.7 KB |
| wine.names.txt | 3.1 KB |
| README.md | 915 bytes |
| ch08.ipynb | 56.6 KB |
| ch08.py | 23.0 KB |
| movie_data.csv | 62.8 MB |
| AmesHousing.txt | 941.2 KB |
| DataDocumentation.txt | 19.8 KB |
| README.md | 1.1 KB |
| ch09.ipynb | 1.1 MB |
| ch09.py | 19.7 KB |
| 09_01.png | 161.2 KB |
| 09_01_2.png | 301.0 KB |
| 09_02.png | 34.3 KB |
| 09_03.png | 663.3 KB |
| 09_04.png | 627.2 KB |
| 09_05.png | 171.2 KB |
| 09_06.png | 42.2 KB |
| 09_07.png | 182.7 KB |
| 09_08.png | 202.2 KB |
| 09_09.png | 118.9 KB |
| 09_10.png | 137.0 KB |
| 09_11.png | 93.5 KB |
| 09_12.png | 189.0 KB |
| 09_13.png | 178.1 KB |
| 09_14.png | 142.8 KB |
| 09_15.png | 201.9 KB |
| 09_16.png | 86.8 KB |
| README.md | 876 bytes |
| ch10.ipynb | 1.2 MB |
| ch10.py | 14.0 KB |
| 10_01.png | 125.4 KB |
| 10_02.png | 114.3 KB |
| 10_03.png | 73.8 KB |
| 10_04.png | 37.1 KB |
| 10_05.png | 116.5 KB |
| 10_06.png | 37.2 KB |
| 10_07.png | 414.6 KB |
| 10_08.png | 32.0 KB |
| 10_09.png | 79.3 KB |
| 10_10.png | 32.9 KB |
| 10_11.png | 29.0 KB |
| 10_12.png | 47.0 KB |
| 10_13.png | 352.5 KB |
| 10_14.png | 104.9 KB |
| 10_15.png | 175.5 KB |
| 10_16.png | 126.0 KB |
| README.md | 961 bytes |
| ch11.ipynb | 4.8 MB |
| ch11.py | 13.7 KB |
| 11_01.png | 250.8 KB |
| 11_02.png | 317.2 KB |
| 11_03.png | 76.3 KB |
| 11_04.png | 20.1 KB |
| 11_05.png | 29.4 KB |
| 11_06.png | 295.8 KB |
| 11_07.png | 55.4 KB |
| 11_08.png | 75.5 KB |
| 11_09.png | 136.9 KB |
| 11_10.png | 287.8 KB |
| 11_11.png | 668.4 KB |
| 11_12.png | 840.5 KB |
| 11_13.png | 1012.5 KB |
| 11_14.png | 91.7 KB |
| neuralnet.py | 3.4 KB |
| README.md | 1.7 KB |
| cat-01.jpg | 136.4 KB |
| cat-02.jpg | 148.7 KB |
| cat-03.jpg | 119.8 KB |
| dog-01.jpg | 132.3 KB |
| dog-02.jpg | 252.1 KB |
| dog-03.jpg | 208.0 KB |
| ch12_part1.ipynb | 1.8 MB |
| ch12_part1.py | 11.1 KB |
| ch12_part2.ipynb | 563.5 KB |
| ch12_part2.py | 11.6 KB |
| 12_01.png | 85.9 KB |
| 12_02.png | 88.9 KB |
| 12_03.pdf | 213.7 KB |
| 12_04.pdf | 333.1 KB |
| 12_05.pdf | 331.3 KB |
| 12_06.pdf | 14.5 KB |
| 12_07.pdf | 7.6 KB |
| 12_08.pdf | 12.6 KB |
| 12_09.pdf | 13.7 KB |
| 12_10.pdf | 14.5 KB |
| 12_11.png | 327.2 KB |
| celeba-files.png | 31.1 KB |
| gdrive-download-location-1.png | 27.9 KB |
| gdrive-download-location-2.png | 26.3 KB |
| gdrive-download-location-3.png | 14.8 KB |
| README.md | 1.3 KB |
| ch13_part1.ipynb | 549.1 KB |
| ch13_part1.py | 13.5 KB |
| ch13_part2.ipynb | 206.4 KB |
| ch13_part2.py | 6.8 KB |
| ch13_part3_lightning.ipynb | 344.2 KB |
| ch13_part3_lightning.py | 6.7 KB |
| ch13_part4_ignite.ipynb | 239.0 KB |
| ch13_part4_ignite.py | 13.2 KB |
| 13_07.png | 128.7 KB |
| 13_09.png | 101.1 KB |
| 13_10.png | 24.4 KB |
| 13_11.png | 109.5 KB |
| ignite-01.png | 160.0 KB |
| epoch=17-step=15479.ckpt | 308.5 KB |
| events.out.tfevents.1643132087.Sebastian-Air.local.8211.0 | 17.9 KB |
| events.out.tfevents.1643132134.Sebastian-Air.local.8211.1 | 179 bytes |
| hparams.yaml | 4 bytes |
| events.out.tfevents.1643132137.Sebastian-Air.local.8211.2 | 38.1 KB |
| events.out.tfevents.1643132232.Sebastian-Air.local.8211.3 | 182 bytes |
| events.out.tfevents.1643132233.Sebastian-Air.local.8211.4 | 179 bytes |
| hparams.yaml | 4 bytes |
| README.md | 2.9 KB |
| ch14_part1.ipynb | 1.7 MB |
| ch14_part1.py | 12.3 KB |
| ch14_part2.ipynb | 2.6 MB |
| ch14_part2.py | 12.6 KB |
| example-image.png | 21.8 KB |
| 14_01.png | 284.7 KB |
| 14_02.png | 23.3 KB |
| 14_03.png | 201.0 KB |
| 14_04.png | 55.8 KB |
| 14_05.png | 250.8 KB |
| 14_06.png | 27.6 KB |
| 14_07.png | 98.2 KB |
| 14_08.png | 54.2 KB |
| 14_09.png | 76.0 KB |
| 14_10.png | 29.6 KB |
| 14_11.png | 62.5 KB |
| 14_12.png | 94.1 KB |
| 14_13.png | 32.0 KB |
| 14_14.png | 12.0 KB |
| 1268-0.txt | 1.1 MB |
| README.md | 1.2 KB |
| ch15_part1.ipynb | 1.2 MB |
| ch15_part1.py | 3.2 KB |
| ch15_part2.ipynb | 167.0 KB |
| ch15_part2.py | 11.0 KB |
| ch15_part3.ipynb | 1.4 MB |
| ch15_part3.py | 7.8 KB |
| 15_01.png | 43.5 KB |
| 15_02.png | 81.8 KB |
| 15_03.png | 27.0 KB |
| 15_04.png | 102.5 KB |
| 15_05.png | 48.1 KB |
| 15_06.png | 130.4 KB |
| 15_07.png | 126.7 KB |
| 15_08.png | 37.5 KB |
| 15_09.png | 301.1 KB |
| 15_10.png | 102.9 KB |
| 15_11.png | 394.5 KB |
| 15_12.png | 70.6 KB |
| 15_13.png | 42.9 KB |
| 15_14.png | 73.1 KB |
| 15_15.png | 257.7 KB |
| 15_16.png | 185.7 KB |
| README.md | 1.5 KB |
| ch16-part1-self-attention.ipynb | 5.8 MB |
| ch16-part1-self-attention.py | 7.6 KB |
| ch16-part2-gpt2.ipynb | 6.6 MB |
| ch16-part2-gpt2.py | 2.1 KB |
| ch16-part3-bert.ipynb | 104.1 KB |
| ch16-part3-bert.py | 8.8 KB |
| 16_01.png | 681.9 KB |
| 16_02.png | 265.9 KB |
| 16_03.png | 664.9 KB |
| 16_04.png | 281.7 KB |
| 16_05.png | 849.9 KB |
| 16_06.png | 479.0 KB |
| 16_07.png | 255.5 KB |
| 16_08.png | 563.5 KB |
| 16_09.png | 404.6 KB |
| 16_10.png | 1.2 MB |
| 16_11.png | 1.6 MB |
| 16_12.png | 1.5 MB |
| 16_13.png | 1.2 MB |
| 16_14.png | 168.1 KB |
| 16_15.png | 690.9 KB |
| 16_16.png | 188.2 KB |
| 16_17.png | 985.9 KB |
| README.md | 1.1 KB |
| ch17_part1.ipynb | 7.1 MB |
| ch17_part1.py | 12.8 KB |
| ch17_part2.ipynb | 2.5 MB |
| ch17_part2.py | 13.0 KB |
| 17_01.png | 492.5 KB |
| 17_02.png | 2.2 MB |
| 17_03.png | 1.7 MB |
| 17_04.png | 356.6 KB |
| 17_05.png | 72.1 KB |
| 17_06.png | 68.2 KB |
| 17_07.png | 29.1 KB |
| 17_08.png | 188.3 KB |
| 17_09.png | 125.7 KB |
| 17_10.png | 236.3 KB |
| 17_11.png | 587.8 KB |
| 17_12.png | 203.0 KB |
| 17_13.png | 174.2 KB |
| 17_14.png | 236.5 KB |
| 17_15.png | 182.6 KB |
| 17_16.png | 68.1 KB |
| 17_17.png | 101.3 KB |
| README.md | 1.0 KB |
| ch18_part1.ipynb | 11.3 MB |
| ch18_part1.py | 9.3 KB |
| ch18_part2.ipynb | 2.5 MB |
| ch18_part2.py | 5.0 KB |
| 18_01.png | 280.1 KB |
| 18_02.png | 328.9 KB |
| 18_03.png | 128.3 KB |
| 18_04.png | 1.5 MB |
| 18_05.png | 623.9 KB |
| 18_06.png | 509.8 KB |
| 18_07.png | 1.1 MB |
| 18_08.png | 1.0 MB |
| 18_09.png | 1.6 MB |
| 18_10.png | 492.7 KB |
| 18_11.png | 906.6 KB |
| 18_12.png | 283.9 KB |
| 18_13.png | 1.8 MB |
| README.md | 2.0 KB |
| main.py | 5.7 KB |
| ch19.ipynb | 4.8 MB |
| 19_01.png | 275.0 KB |
| 19_02.png | 95.2 KB |
| 19_03.png | 165.0 KB |
| 19_04.png | 819.1 KB |
| 19_05.png | 182.5 KB |
| 19_06.png | 130.6 KB |
| 19_07.png | 136.8 KB |
| 19_08.png | 60.9 KB |
| 19_09.png | 365.7 KB |
| 19_10.png | 972.6 KB |
| 19_11.png | 160.7 KB |
| 19_12.png | 83.6 KB |
| 19_13.png | 214.7 KB |
| agent.py | 2.1 KB |
| gridworld_env.py | 8.0 KB |
| qlearning.py | 2.6 KB |
| convert_notebook_to_script.py | 2.4 KB |
| HEAD | 21 bytes |
| config | 309 bytes |
| description | 73 bytes |
| applypatch-msg.sample | 478 bytes |
| commit-msg.sample | 896 bytes |
| fsmonitor-watchman.sample | 4.5 KB |
| post-update.sample | 189 bytes |
| pre-applypatch.sample | 424 bytes |
| pre-commit.sample | 1.6 KB |
| pre-merge-commit.sample | 416 bytes |
| pre-push.sample | 1.3 KB |
| pre-rebase.sample | 4.8 KB |
| pre-receive.sample | 544 bytes |
| prepare-commit-msg.sample | 1.5 KB |
| push-to-checkout.sample | 2.7 KB |
| update.sample | 3.6 KB |
| index | 34.4 KB |
| exclude | 240 bytes |
| HEAD | 196 bytes |
| main | 196 bytes |
| HEAD | 196 bytes |
| pack-0f48181b8b0c051c40c7d403bfb95ecde41a358a.idx | 19.2 KB |
| pack-0f48181b8b0c051c40c7d403bfb95ecde41a358a.pack | 156.4 MB |
| packed-refs | 383 bytes |
| main | 41 bytes |
| HEAD | 30 bytes |
| gitignore | 409 bytes |
| cover_1.jpg | 84.9 KB |
| python_environment_check.py | 1.6 KB |
| update_python_from_notebook.sh | 261 bytes |
| Bonus Resources.txt | 386 bytes |
Name
DL
Uploader
Size
S/L
Added
-
10.0 MB
[8
/
1]
2023-06-23
| Uploaded by FreeCourseWeb | Size 10.0 MB | Health [ 8 /1 ] | Added 2023-06-23 |
-
97.6 MB
[0
/
0]
2023-07-01
| Uploaded by FreeCourseWeb | Size 97.6 MB | Health [ 0 /0 ] | Added 2023-07-01 |
-
37.1 MB
[12
/
9]
2023-07-01
| Uploaded by FreeCourseWeb | Size 37.1 MB | Health [ 12 /9 ] | Added 2023-07-01 |
-
11.1 MB
[12
/
4]
2023-07-01
| Uploaded by FreeCourseWeb | Size 11.1 MB | Health [ 12 /4 ] | Added 2023-07-01 |
-
13.2 MB
[9
/
1]
2023-07-01
| Uploaded by FreeCourseWeb | Size 13.2 MB | Health [ 9 /1 ] | Added 2023-07-01 |
NOTE
SOURCE: Machine Learning with PyTorch and Scikit Learn Develop machine learning and deep learning models with Python
-----------------------------------------------------------------------------------
COVER
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MEDIAINFO
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