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Last modified by Judith Steinfeld on 2025/06/03 11:13
From version 40.32
edited by Judith Steinfeld
on 2024/07/29 09:39
Change comment: clear view right for XWiki.XWikiAllGroup
To version 46.1
edited by Judith Steinfeld
on 2024/07/30 11:46
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21 21  
22 22  
23 23  
24 +{{documents count="25"/}}
24 24  
25 25  
26 -=== Basic Concepts ===
27 +Table: [[https:~~/~~/extensions.xwiki.org/xwiki/bin/view/Extension/Livetable%20Macro  >>https://extensions.xwiki.org/xwiki/bin/view/Extension/Livetable%20Macro]][[https:~~/~~/extensions.xwiki.org/xwiki/bin/view/Extension/Livetable%20Exporter%20Macro/>>https://extensions.xwiki.org/xwiki/bin/view/Extension/Livetable%20Exporter%20Macro/]]
27 27  
28 -----
29 29  
30 -=== **Neural Network Building Blocks** ===
31 31  
32 -* [[Introduction to Articifial Networks - Pt. >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]] {{displayIcon name="page_white_acrobat"/}}
33 -* [[Introduction to Articifial Networks - Pt. >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]] {{displayIcon name="page_white_acrobat"/}}
34 -** [[Tutorial>>https://github.com/machine-learning-tutorial/neural-networks/tree/main]] {{displayIcon name="application_view_list"/}}
35 -* [[Neural Network Building Blocks (1/2)>>https://indico.desy.de/event/37303/sessions/14381/attachments/80383/105122/DL%20School%20-%20Lecture%201,%20Part%201.pdf]] {{displayIcon name="page_white_acrobat"/}}
36 -* (((
37 -[[Neural Network Building Blocks (2/2)>>https://indico.desy.de/event/37303/sessions/14381/attachments/80383/105131/DL%20School%20-%20Lecture%201,%20Part%202.pdf]] {{displayIcon name="page_white_acrobat"/}}
31 +
32 +|=title|=topic (tags)|=level|=date|=type|=format|=author
33 +|(((
34 +[[Introduction to Articifial Networks - Pt.1>>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]]
35 +)))|neural network building blocks, deep learning, artificial networks|basic|02/2024|(((
36 +PDF
37 +
38 +{{displayIcon name="page_white_acrobat"/}}
39 +)))|lecture|(((
40 +Dr. Andrea Santamaria Garcia,
41 +
42 +Chenran Xu
43 +
44 +ARBEITSGRUPPE
38 38  )))
46 +|[[Introduction to Articifial Networks - Pt. 2 >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118960/nns-part2.pdf]]|neural network building blocks, deep learning, artificial networks|basic|02/2024|(((
47 +PDF
39 39  
40 -=== ===
49 +{{displayIcon name="page_white_acrobat"/}}
41 41  
42 -=== **Mastering Model Building** ===
51 +
52 +)))|lecture, libraries|(((
53 +Dr. Andrea Santamaria Garcia,
43 43  
44 -* [[Mastering Model Builing: Methods and tools (a crash course)>>https://indico.desy.de/event/40559/contributions/149592/attachments/88698/118990/blocks2.pdf]] {{displayIcon name="page_white_acrobat"/}}
45 -** [[Tutorials>>https://github.com/dkgithub/wiehl24]] {{displayIcon name="application_view_list"/}}
46 -* [[Mastering Model Building >>https://indico.desy.de/event/37303/sessions/14382/attachments/80384/105130/230228_mastering_model_building.pdf]]
47 -** [[Hands-On 1: Tenserflow-Playground>>http://playground.tensorflow.org/#activation=tanh&regularization=L2&batchSize=10&dataset=gauss&regDataset=reg-plane&learningRate=0.03&regularizationRate=0&noise=25&networkShape=8,8,8,8,8,8&seed=0.88798&showTestData=false&discretize=false&percTrainData=20&x=true&y=true&xTimesY=true&xSquared=true&ySquared=true&cosX=false&sinX=true&cosY=false&sinY=true&collectStats=false&problem=classification&initZero=false&hideText=false]] {{displayIcon name="application_view_list"/}}
48 -** [[Hands-On 2: Mass-Regression>>https://colab.research.google.com/drive/1UdiLP-MLTLlB8t4zE2qMwibt3BRbFawd?usp=sharing]] {{displayIcon name="application_view_list"/}}
49 -** [[Hands-On 3: Jet-flavour Classification>>https://colab.research.google.com/drive/13O8wxap5oxp1ovUTBjNc__tOwE7PojyC?usp=sharing]] {{displayIcon name="application_view_list"/}}
55 +Chenran Xu
56 +)))
57 +|[[Tutorials - Introduction to Artificial Networks>>https://github.com/dkgithub/wiehl24]]|neural network building blocks, deep learning, artificial networks, pytorch|basic|02/2024|(((
58 +Link
50 50  
51 -=== ===
60 +{{displayIcon name="application_view_list"/}}
52 52  
53 -=== **Convolutional Neural Networks** ===
62 +
63 +)))|tutorial, hands-on, excercises|(((
64 +Dr. Andrea Santamaria Garcia,
54 54  
55 -* [[Convolutional Neural Networks>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119021/CNN_SKaes.pdf]] {{displayIcon name="page_white_acrobat"/}}
56 -** [[Exercises>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119040/Wiehl_Exercises_CNN.pdf]] {{displayIcon name="page_white_acrobat"/}}
57 -** [[Exercises Solution>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119131/Wiehl_Exercises_CNN_Solution.pdf]] {{displayIcon name="page_white_acrobat"/}}
66 +Chenran Xu
67 +)))
68 +|[[Neural Network Building Blocks (1/2) >>https://indico.desy.de/event/37303/sessions/14381/attachments/80383/105122/DL%20School%20-%20Lecture%201,%20Part%201.pdf]]|neural network building blocks, deep learning|basic|02/2023|(((
69 +PDF
58 58  
59 -----
71 +{{displayIcon name="page_white_acrobat"/}}
72 +)))|lecture|Sebastian Wozniewski
73 +|[[Neural Network Building Blocks (2/2)>>https://indico.desy.de/event/37303/sessions/14381/attachments/80383/105131/DL%20School%20-%20Lecture%201,%20Part%202.pdf]]|neural network building blocks, deep learning|basic|02/2023|(((
74 +PDF
60 60  
76 +{{displayIcon name="page_white_acrobat"/}}
77 +
78 +
79 +)))|lecture|Sebastian Wozniewski
80 +|[[Mastering Model Building: Methods and tools (a crash course)>>https://indico.desy.de/event/40559/contributions/149592/attachments/88698/118990/blocks2.pdf]]|mastering model building|basic|02/2024|(((
81 +PDF
82 +
83 +{{displayIcon name="page_white_acrobat"/}}
84 +)))|lecture|Dirk Krücker
85 +|[[Tutorials - Mastering Model Building>>https://github.com/dkgithub/wiehl24]]|mastering model building|basic|02/2024|(((
86 +PDF
87 +
88 +(((
89 +{{displayIcon name="page_white_acrobat"/}}
90 +)))
91 +)))|tutorial, hands-on, excercises|Dirk Krücker
92 +|(((
93 +[[Mastering Model Building>>https://indico.desy.de/event/37303/sessions/14382/attachments/80384/105130/230228_mastering_model_building.pdf]]
94 +
95 +
96 +)))|mastering model building|basic|02/2023|(((
97 +PDF
98 +
99 +{{displayIcon name="page_white_acrobat"/}}
100 +)))|lecture|Niclas Eich
101 +|(((
102 +[[Hands-On 1: Tenserflow-Playground>>http://playground.tensorflow.org/#activation=tanh&regularization=L2&batchSize=10&dataset=gauss&regDataset=reg-plane&learningRate=0.03&regularizationRate=0&noise=25&networkShape=8,8,8,8,8,8&seed=0.88798&showTestData=false&discretize=false&percTrainData=20&x=true&y=true&xTimesY=true&xSquared=true&ySquared=true&cosX=false&sinX=true&cosY=false&sinY=true&collectStats=false&problem=classification&initZero=false&hideText=false]]
103 +)))|mastering model building, tenserflow|basic|02/2023|(((
104 +Link
105 +
106 +{{displayIcon name="application_view_list"/}}
107 +)))|tutorial, hands-on, excercises|(((
108 +Niclas Eich
109 +)))
110 +|(((
111 +[[Hands-On 2: Mass-Regression>>https://colab.research.google.com/drive/1UdiLP-MLTLlB8t4zE2qMwibt3BRbFawd?usp=sharing]]
112 +)))|mastering model building, mass-regression|basic|02/2023|(((
113 +Link
114 +
115 +{{displayIcon name="application_view_list"/}}
116 +)))|tutorial, hands-on, excercises|Niclas Eich
117 +|[[Hands-On 3: Jet-flavour Classification>>https://colab.research.google.com/drive/13O8wxap5oxp1ovUTBjNc__tOwE7PojyC?usp=sharing]]|mastering model building, jet-flavour classification|basic|02/2023|(((
118 +Link
119 +
120 +{{displayIcon name="application_view_list"/}}
121 +)))|tutorial, hands-on, excercises|Niclas Eich
122 +|[[Convolutional Neural Networks>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119021/CNN_SKaes.pdf]]|convolutional neural networks|basic|02/2024|(((
123 +PDF
124 +
125 +{{displayIcon name="page_white_acrobat"/}}
126 +)))|lecture|Stephanie Käs
127 +|(((
128 +[[Exercises - Convolutional Neural Networks>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119040/Wiehl_Exercises_CNN.pdf]]
129 +
130 +[[Exercises Solution>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119131/Wiehl_Exercises_CNN_Solution.pdf]]
131 +
132 +
133 +)))|convolutional neural networks|basic|02/2024|(((
134 +PDF
135 +
136 +{{displayIcon name="page_white_acrobat"/}}
137 +)))|tutorial, hands-on, excercises|Stephanie Käs
138 +| | | | | | |
139 +
140 +{{liveData showPageSizeDropdown="false"}}{{/liveData}}
141 +
142 +
143 +
144 +
61 61  === ===
62 62  
63 63  === Adcanced Concepts ===