Download Vasilev I Advanced Deep Learning with Python 2020 Torrent

Torrent Contents Size: 49.22 MB

Vasilev I Advanced Deep Learning with Python 2020

Code Files

Chapter02

README.md	MD	182 B
transfer_learning_pytorch.ipynb	IPYNB	39.7 KB
transfer_learning_pytorch.py	PY	6.65 KB
transfer_learning_tf_keras.ipynb	IPYNB	41.7 KB
transfer_learning_tf_keras.py	PY	5.55 KB

Chapter03

README.md	MD	117 B
plot_convolution.py	PY	1.64 KB
resnet.ipynb	IPYNB	34.9 KB
resnet.py	PY	10.36 KB

Chapter04

README.md	MD	186 B
faster_r-cnn.ipynb	IPYNB	1.93 MB
faster_r-cnn.py	PY	3.13 KB
mask_r-cnn.ipynb	IPYNB	1.43 MB
mask_r-cnn.py	PY	2.75 KB
source_1.png	PNG	1.51 MB
source_2.png	PNG	1.83 MB
yolov3.ipynb	IPYNB	1.57 MB
yolov3.py	PY	3.56 KB

Chapter05

README.md

123 B

cgan.ipynb

IPYNB

723.94 KB

cgan.py

8.32 KB

cyclegan

cyclegan.py	PY	10.42 KB
data_loader.py	PY	4.02 KB
download_dataset.sh	SH	839 B

dcgan.ipynb

IPYNB

107.32 KB

dcgan.py

7.69 KB

vae.ipynb

IPYNB

574.77 KB

vae.py

7.65 KB

wgan.py

7.33 KB

Chapter06

README.md	MD	131 B
war_and_peace.txt	TXT	3.12 MB
word2vec_train.ipynb	IPYNB	10.32 KB
word2vec_train.py	PY	1.31 KB
word2vec_visualize.ipynb	IPYNB	69.06 KB
word2vec_visualize.py	PY	2.2 KB

Chapter07

README.md	MD	188 B
gru_cell.py	PY	1.63 KB
lstm_cell.py	PY	1.94 KB
lstm_gru_count_1s.ipynb	IPYNB	20.97 KB
lstm_gru_count_1s.py	PY	6.63 KB
sentiment_analysis.ipynb	IPYNB	9.35 KB
sentiment_analysis.py	PY	4.5 KB
simple_rnn_count_1s.ipynb	IPYNB	68.75 KB
simple_rnn_count_1s.py	PY	3.75 KB

Chapter08

README.md

253 B

nmt_rnn_attention

nmt_dataset.py	PY	3.93 KB
rnn_attention.ipynb	IPYNB	62.74 KB
rnn_attention.py	PY	11.01 KB

transformer.ipynb

IPYNB

24.4 KB

transformer.py

14.43 KB

transformers_textgen.ipynb

IPYNB

7.28 KB

transformers_textgen.py

1.33 KB

Chapter09

README.md

188 B

data

	test_examples.tfr	TFR	803.04 KB
	train_merged_examples.tfr	TFR	12.66 MB

neural_structured_learning_cora.ipynb

IPYNB

25.24 KB

neural_structured_learning_cora.py

4.89 KB

Chapter10

README.md	MD	103 B
siamese.ipynb	IPYNB	10.15 KB
siamese.py	PY	4.83 KB

Chapter11

README.md

153 B

imitation_learning

data

	data.gzip	GZIP	12.28 MB
	model.pt	PT	1.77 MB

keyboard_agent.py

3.8 KB

main.py

782 B

nn_agent.py

1.96 KB

train.py

7.29 KB

util.py

799 B

README.txt

TXT

72 B

SoftwareHardwareList.pdf

PDF

197.83 KB

Vasilev I. Advanced Deep Learning with Python...2020.djvu

DJVU

8.22 MB

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Vasilev I Advanced Deep Learning with Python 2020

Torrent Contents Size: 49.22 MB

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