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[SR] Week 1 translations #720

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6e38c95
added initial readme
EmaPajic Oct 17, 2020
20ac952
added translation of readme
EmaPajic Oct 17, 2020
6cab86d
added switch to Serbian language
EmaPajic Oct 18, 2020
04bc7f5
added translation of index.md
EmaPajic Oct 18, 2020
22d25b5
updated sr to srb
EmaPajic Oct 19, 2020
329bfe4
updated srb to rs
EmaPajic Oct 19, 2020
7f733f5
Update and rename README-SR.md to README-RS.md
EmaPajic Oct 19, 2020
045809a
Rename docs/sr/README-RS.md to docs/rs/README-RS.md
EmaPajic Oct 19, 2020
a53fc52
Rename docs/sr/index.md to docs/rs/index.md
EmaPajic Oct 19, 2020
2a4e4fa
updated representation learning translation
EmaPajic Oct 19, 2020
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resolved comments on pr
EmaPajic Oct 22, 2020
c35f3aa
Update and rename docs/rs/README-RS.md to docs/sr/README-SR.md
EmaPajic Nov 26, 2020
a6b32cd
Rename docs/rs/index.md to docs/sr/index.md
EmaPajic Nov 26, 2020
902789b
change rs to sr
EmaPajic Nov 26, 2020
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added serbian
EmaPajic Nov 26, 2020
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Merge branch 'master' into master
Atcold Dec 11, 2020
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synced
EmaPajic Dec 11, 2020
2b5c347
Merge branch 'master' of https://github.com/Atcold/pytorch-Deep-Learning
EmaPajic Dec 11, 2020
b04ae98
add initial week1
EmaPajic Dec 12, 2020
048baeb
add first 2 chapters translation
EmaPajic Dec 12, 2020
60bd44b
translated 01-1
EmaPajic Dec 13, 2020
c98dd13
translated 01
EmaPajic Dec 13, 2020
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small fix 01
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translation 01-2 part1
EmaPajic Dec 13, 2020
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translated 01-2
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title fix 01-2
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translated 01-3
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add serbian week01
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Update 01-1.md
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EmaPajic Dec 14, 2020
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add comments with original text 01
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8 changes: 7 additions & 1 deletion docs/_config.yml
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Expand Up @@ -708,7 +708,13 @@ vi:
################################### Serbian ####################################
sr:
title: 'Duboko Učenje'

chapters:
- path: sr/week01/01.md
sections:
- path: sr/week01/01-1.md
- path: sr/week01/01-2.md
- path: sr/week01/01-3.md

################################### Bengali ####################################
bn:
title: 'ডীপ লার্নিং'
109 changes: 55 additions & 54 deletions docs/sr/index.md
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Expand Up @@ -34,20 +34,21 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
</thead>
<tbody>

<!-- =============================== Nedelja 1 ================================ -->
<tr>
<td rowspan="3" align="center"><a href="en/week01/01">①</a></td>
<td rowspan="3" align="center"><a href="sr/week01/01">①</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week01/01-1">Istorija i motivacija</a></td>
<td><a href="sr/week01/01-1">Istorija i motivacija</a></td>
<td rowspan="2">
<a href="https://drive.google.com/open?id=1Q7LtZyIS1f3TfeTGll3aDtWygh3GAfCb">🖥️</a>
<a href="https://www.youtube.com/watch?v=0bMe_vCZo30">🎥</a>
</td>
</tr>
<tr><td><a href="en/week01/01-2">Evolucija i duboko učenje</a></td></tr>
<tr><td><a href="sr/week01/01-2">Evolucija i duboko učenje</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week01/01-3">Neuronske mreže (NN)</a></td>
<td><a href="sr/week01/01-3">Neuronske mreže (NN)</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/01-tensor_tutorial.ipynb">📓</a>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/02-space_stretching.ipynb">📓</a>
Expand All @@ -56,18 +57,18 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
<!-- =============================== Nedelja 2 ================================ -->
<tr>
<td rowspan="3" align="center"><a href="en/week02/02">②</a></td>
<td rowspan="3" align="center"><a href="sr/week02/02">②</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week02/02-1">Stohastički gradijentni spust (SGD) i propagacija unazad</a></td>
<td><a href="sr/week02/02-1">Stohastički gradijentni spust (SGD) i propagacija unazad</a></td>
<td rowspan="2">
<a href="https://drive.google.com/open?id=1w2jV_BT2hWzfOKBR02x_rB4-dfVUI6SR">🖥️</a>
<a href="https://www.youtube.com/watch?v=d9vdh3b787Y">🎥</a>
</td>
</tr>
<tr><td><a href="en/week02/02-2">Propagacija unazad u praksi</a></td></tr>
<tr><td><a href="sr/week02/02-2">Propagacija unazad u praksi</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week02/02-3">Obučavanje neuronskih mreža</a></td>
<td><a href="sr/week02/02-3">Obučavanje neuronskih mreža</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/slides/01%20-%20Spiral%20classification.pdf">🖥</a>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/04-spiral_classification.ipynb">📓</a>
Expand All @@ -77,18 +78,18 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
<!-- =============================== Nedelja 3 ================================ -->
<tr>
<td rowspan="3" align="center"><a href="en/week03/03">③</a></td>
<td rowspan="3" align="center"><a href="sr/week03/03">③</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week03/03-1">Transformacija parametara</a></td>
<td><a href="sr/week03/03-1">Transformacija parametara</a></td>
<td rowspan="2">
<a href="https://drive.google.com/open?id=18UFaOGNKKKO5TYnSxr2b8dryI-PgZQmC">🖥️</a>
<a href="https://youtu.be/FW5gFiJb-ig">🎥</a>
</td>
</tr>
<tr><td><a href="en/week03/03-2">Konvolucione neuronske mreže (CNN)</a></td></tr>
<tr><td><a href="sr/week03/03-2">Konvolucione neuronske mreže (CNN)</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week03/03-3">Svojstva prirodnih signala</a></td>
<td><a href="sr/week03/03-3">Svojstva prirodnih signala</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/slides/02%20-%20CNN.pdf">🖥</a>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/06-convnet.ipynb">📓</a>
Expand All @@ -97,28 +98,28 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
<!-- =============================== Nedelja 4 ================================ -->
<tr>
<td rowspan="1" align="center"><a href="en/week04/04">④</a></td>
<td rowspan="1" align="center"><a href="sr/week04/04">④</a></td>
<td rowspan="1">Praktikum</td>
<td><a href="en/week04/04-1">1D konvolucija</a></td>
<td><a href="sr/week04/04-1">1D konvolucija</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/07-listening_to_kernels.ipynb">📓</a>
<a href="https://youtu.be/OrBEon3VlQg">🎥</a>
</td>
</tr>
<!-- =============================== Nedelja 5 ================================ -->
<tr>
<td rowspan="3" align="center"><a href="en/week05/05">⑤</a></td>
<td rowspan="3" align="center"><a href="sr/week05/05">⑤</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week05/05-1">Optimizacija I</a></td>
<td><a href="sr/week05/05-1">Optimizacija I</a></td>
<td rowspan="2">
<a href="https://drive.google.com/open?id=1pwlGN6hDFfEYQqBqcMjWbe4yfBDTxsab">🖥️</a>
<a href="https://youtu.be/--NZb480zlg">🎥</a>
</td>
</tr>
<tr><td><a href="en/week05/05-2">Optimizacija II</a></td></tr>
<tr><td><a href="sr/week05/05-2">Optimizacija II</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week05/05-3">Konvolucione neuronske mreže (CNN), autograd</a></td>
<td><a href="sr/week05/05-3">Konvolucione neuronske mreže (CNN), autograd</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/03-autograd_tutorial.ipynb">📓</a>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/extra/b-custom_grads.ipynb">📓</a>
Expand All @@ -127,19 +128,19 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
<!-- =============================== Nedelja 6 ================================ -->
<tr>
<td rowspan="3" align="center"><a href="en/week06/06">⑥</a></td>
<td rowspan="3" align="center"><a href="sr/week06/06">⑥</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week06/06-1">CNN primene</a></td>
<td><a href="sr/week06/06-1">CNN primene</a></td>
<td rowspan="2">
<a href="https://drive.google.com/open?id=1opT7lV0IRYJegtZjuHsKhlsM5L7GpGL1">🖥️</a>
<a href="https://drive.google.com/open?id=1sdeVBC3nuh5Zkm2sqzdScEicRvLc_v-F">🖥️</a>
<a href="https://youtu.be/ycbMGyCPzvE">🎥</a>
</td>
</tr>
<tr><td><a href="en/week06/06-2">Rekurentne neuronske mreže (RNN) i mehanizam pažnje (attention)</a></td></tr>
<tr><td><a href="sr/week06/06-2">Rekurentne neuronske mreže (RNN) i mehanizam pažnje (attention)</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week06/06-3">Obučavanje RNN</a></td>
<td><a href="sr/week06/06-3">Obučavanje RNN</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/08-seq_classification.ipynb">📓</a>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/09-echo_data.ipynb">📓</a>
Expand All @@ -149,18 +150,18 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
<!-- =============================== Nedelja 7 ================================ -->
<tr>
<td rowspan="3" align="center"><a href="en/week07/07">⑦</a></td>
<td rowspan="3" align="center"><a href="sr/week07/07">⑦</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week07/07-1">Modeli zasnovani na energiji (EBM)</a></td>
<td><a href="sr/week07/07-1">Modeli zasnovani na energiji (EBM)</a></td>
<td rowspan="2">
<a href="https://drive.google.com/open?id=1z8Dz1YtkOEJpU-gh5RIjORs3GGqkYJQa">🖥️</a>
<a href="https://youtu.be/tVwV14YkbYs">🎥</a>
</td>
</tr>
<tr><td><a href="en/week07/07-2">Samonadgledano učenje (SSL), EBM</a></td></tr>
<tr><td><a href="sr/week07/07-2">Samonadgledano učenje (SSL), EBM</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week07/07-3">Autoenkoderi</a></td>
<td><a href="sr/week07/07-3">Autoenkoderi</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/slides/05%20-%20Generative%20models.pdf">🖥️</a>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/10-autoencoder.ipynb">📓</a>
Expand All @@ -169,18 +170,18 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
<!-- =============================== Nedelja 8 ================================ -->
<tr>
<td rowspan="3" align="center"><a href="en/week08/08">⑧</a></td>
<td rowspan="3" align="center"><a href="sr/week08/08">⑧</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week08/08-1">Kontrastivne metode</a></td>
<td><a href="sr/week08/08-1">Kontrastivne metode</a></td>
<td rowspan="2">
<a href="https://drive.google.com/open?id=1Zo_PyBEO6aNt0GV74kj8MQL7kfHdIHYO">🖥️</a>
<a href="https://youtu.be/ZaVP2SY23nc">🎥</a>
</td>
</tr>
<tr><td><a href="en/week08/08-2">Regularizovani latentni modeli energije</a></td></tr>
<tr><td><a href="sr/week08/08-2">Regularizovani latentni modeli energije</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week08/08-3">Obučavanje varijacionih autoenkodera (VAE)</a></td>
<td><a href="sr/week08/08-3">Obučavanje varijacionih autoenkodera (VAE)</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/slides/05%20-%20Generative%20models.pdf">🖥️</a>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/11-VAE.ipynb">📓</a>
Expand All @@ -189,18 +190,18 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
<!-- =============================== Nedelja 9 ================================ -->
<tr>
<td rowspan="3" align="center"><a href="en/week09/09">⑨</a></td>
<td rowspan="3" align="center"><a href="sr/week09/09">⑨</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week09/09-1">Proređenost</a></td>
<td><a href="sr/week09/09-1">Proređenost</a></td>
<td rowspan="2">
<a href="https://drive.google.com/open?id=1wJRzhjSqlrSqEpX4Omagb_gdIkQ5f-6K">🖥️</a>
<a href="https://youtu.be/Pgct8PKV7iw">🎥</a>
</td>
</tr>
<tr><td><a href="en/week09/09-2">Model reči, GAN</a></td></tr>
<tr><td><a href="sr/week09/09-2">Model reči, GAN</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week09/09-3">Treniranje GAN-ova</a></td>
<td><a href="sr/week09/09-3">Treniranje GAN-ova</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/slides/05%20-%20Generative%20models.pdf">🖥️</a>
<a href="https://github.com/pytorch/examples/tree/master/dcgan">📓</a>
Expand All @@ -209,18 +210,18 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
<!-- =============================== Nedelja 10 =============================== -->
<tr>
<td rowspan="3" align="center"><a href="en/week10/10">⑩</a></td>
<td rowspan="3" align="center"><a href="sr/week10/10">⑩</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week10/10-1">Računarska vizija (CV) SSL I</a></td>
<td><a href="sr/week10/10-1">Računarska vizija (CV) SSL I</a></td>
<td rowspan="2">
<a href="https://drive.google.com/open?id=16lsnDN2HIBTcRucbVKY5B_U16c0tNQhR">🖥️</a>
<a href="https://youtu.be/0KeR6i1_56g">🎥</a>
</td>
</tr>
<tr><td><a href="en/week10/10-2">Računarska vizija (CV) SSL II</a></td></tr>
<tr><td><a href="sr/week10/10-2">Računarska vizija (CV) SSL II</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week10/10-3">Prediktivno upravljanje</a></td>
<td><a href="sr/week10/10-3">Prediktivno upravljanje</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/slides/09%20-%20Controller%20learning.pdf">🖥️</a>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/14-truck_backer-upper.ipynb">📓</a>
Expand All @@ -229,20 +230,20 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
<!-- =============================== Nedelja 11 =============================== -->
<tr>
<td rowspan="3" align="center"><a href="en/week11/11">⑪</a></td>
<td rowspan="3" align="center"><a href="sr/week11/11">⑪</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week11/11-1">Aktivacije</a></td>
<td><a href="sr/week11/11-1">Aktivacije</a></td>
<td rowspan="2">
<a href="https://drive.google.com/file/d/1AzFVLG7D4NK6ugh60f0cJQGYF5OL2sUB">🖥️</a>
<a href="https://drive.google.com/file/d/1rkiZy0vjZqE2w7baVWvxwfAGae0Eh1Wm">🖥️</a>
<a href="https://drive.google.com/file/d/1tryOlVAFmazLLZusD2-UfReFMkPk5hPk">🖥️</a>
<a href="https://youtu.be/bj1fh3BvqSU">🎥</a>
</td>
</tr>
<tr><td><a href="en/week11/11-2">Funkcije gubitka</a></td></tr>
<tr><td><a href="sr/week11/11-2">Funkcije gubitka</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week11/11-3">PPUU</a></td>
<td><a href="sr/week11/11-3">PPUU</a></td>
<td>
<a href="http://bit.ly/PPUU-slides">🖥️</a>
<a href="http://bit.ly/PPUU-code">📓</a>
Expand All @@ -251,18 +252,18 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
<!-- =============================== Nedelja 12 =============================== -->
<tr>
<td rowspan="3" align="center"><a href="en/week12/12">⑫</a></td>
<td rowspan="3" align="center"><a href="sr/week12/12">⑫</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week12/12-1">Duboko učenje za obradu prirodnih jezika (NLP) I</a></td>
<td><a href="sr/week12/12-1">Duboko učenje za obradu prirodnih jezika (NLP) I</a></td>
<td rowspan="2">
<a href="https://drive.google.com/file/d/149m3wRavTp4DQZ6RJTej8KP8gv4jnkPW/">🖥️</a>
<a href="https://youtu.be/6D4EWKJgNn0">🎥</a>
</td>
</tr>
<tr><td><a href="en/week12/12-2">Duboko učenje za obradu prirodnih jezika (NLP) II</a></td></tr>
<tr><td><a href="sr/week12/12-2">Duboko učenje za obradu prirodnih jezika (NLP) II</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week12/12-3">Mehanizmi pažnje (attention) i Transformeri</a></td>
<td><a href="sr/week12/12-3">Mehanizmi pažnje (attention) i Transformeri</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/slides/10%20-%20Attention%20%26%20transformer.pdf">🖥️</a>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/15-transformer.ipynb">📓</a>
Expand All @@ -271,18 +272,18 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
<!-- =============================== Nedelja 13 =============================== -->
<tr>
<td rowspan="3" align="center"><a href="en/week13/13">⑬</a></td>
<td rowspan="3" align="center"><a href="sr/week13/13">⑬</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week13/13-1">Grafovske konvolucione mreže (GCN) I</a></td>
<td><a href="sr/week13/13-1">Grafovske konvolucione mreže (GCN) I</a></td>
<td rowspan="2">
<a href="https://drive.google.com/file/d/1oq-nZE2bEiQjqBlmk5_N_rFC8LQY0jQr/">🖥️</a>
<a href="https://youtu.be/Iiv9R6BjxHM">🎥</a>
</td>
</tr>
<tr><td><a href="en/week13/13-2">Grafovske konvolucione mreže (GCN) II</a></td></tr>
<tr><td><a href="sr/week13/13-2">Grafovske konvolucione mreže (GCN) II</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week13/13-3">Grafovske konvolucione mreže (GCN) III</a></td>
<td><a href="sr/week13/13-3">Grafovske konvolucione mreže (GCN) III</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/slides/11%20-%20GCN.pdf">🖥️</a>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/16-gated_GCN.ipynb">📓</a>
Expand All @@ -291,18 +292,18 @@ Ovaj kurs prati najskorije tehnike u dubokom učenju i učenju reprezentacija. F
</tr>
<!-- =============================== Nedelja 14 =============================== -->
<tr>
<td rowspan="3" align="center"><a href="en/week14/14">⑭</a></td>
<td rowspan="3" align="center"><a href="sr/week14/14">⑭</a></td>
<td rowspan="2">Lekcije</td>
<td><a href="en/week14/14-1">Struktuirane predikcije</a></td>
<td><a href="sr/week14/14-1">Struktuirane predikcije</a></td>
<td rowspan="2">
<a href="https://drive.google.com/file/d/1qBu-2hYWaGYEXeX7kAU8O4S2RZ1hMjsk/">🖥️</a>
<a href="https://youtu.be/gYayCG6YyO8">🎥</a>
</td>
</tr>
<tr><td><a href="en/week14/14-2">Grafičke metode</a></td></tr>
<tr><td><a href="sr/week14/14-2">Grafičke metode</a></td></tr>
<tr>
<td rowspan="1">Praktikum</td>
<td><a href="en/week14/14-3">Regularizacija i Bajesovske neuronske mreže</a></td>
<td><a href="sr/week14/14-3">Regularizacija i Bajesovske neuronske mreže</a></td>
<td>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/slides/07%20-%20Regularisation.pdf">🖥️</a>
<a href="https://github.com/Atcold/pytorch-Deep-Learning/blob/master/12-regularization.ipynb">📓</a>
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