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Last modified by Judith Steinfeld on 2025/06/03 11:13
From version 47.1
edited by Benjamin Fischer
on 2024/07/31 13:58
Change comment: There is no comment for this version
To version 45.1
edited by Judith Steinfeld
on 2024/07/30 11:31
Change comment: There is no comment for this version

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Author
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1 -XWiki.fischer
1 +XWiki.JudithSteinfeld
Content
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18 +Tabelle
19 +
20 +Title - topic (tags) - date - type (PDF, video, link to website) - kind (ttt, school, workshop...) - (author)
21 +
22 +
23 +
24 +{{documents count="25"/}}
25 +
26 +
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/]]
28 +
29 +
30 +
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 +|[[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|(((
45 +PDF
46 +
47 +{{displayIcon name="page_white_acrobat"/}}
48 +
49 +
50 +)))|lecture, libraries|(((
51 +Dr. Andrea Santamaria Garcia,
52 +
53 +Chenran Xu
54 +)))
55 +|[[Tutorials - Introduction to Artificial Networks>>https://github.com/dkgithub/wiehl24]]|neural network building blocks, deep learning, artificial networks|basic|02/2024|(((
56 +Link
57 +
58 +{{displayIcon name="application_view_list"/}}
59 +
60 +
61 +)))|tutorial|(((
62 +Dr. Andrea Santamaria Garcia,
63 +
64 +Chenran Xu
65 +)))
66 +|[[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|(((
67 +PDF
68 +
69 +{{displayIcon name="page_white_acrobat"/}}
70 +)))|lecture|Sebastian Wozniewski
71 +|[[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|(((
72 +PDF
73 +
74 +{{displayIcon name="page_white_acrobat"/}}
75 +)))|lecture|Sebastian Wozniewski
76 +|[[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|(((
77 +PDF
78 +
79 +{{displayIcon name="page_white_acrobat"/}}
80 +)))|lecture|
81 +|[[Tutorials - Mastering Model Building>>https://github.com/dkgithub/wiehl24]]|mastering model building|basic|02/2024|(((
82 +PDF
83 +
84 +{{displayIcon name="page_white_acrobat"/}}
85 +)))|tutorial|Dirk Krücker
86 +| | | | | | |
87 +| | | | | | |
88 +
89 +
90 +{{liveData showPageSizeDropdown="false"}}{{/liveData}}
91 +
92 +
93 +=== Basic Concepts ===
94 +
95 +----
96 +
97 +=== **Neural Network Building Blocks** ===
98 +
99 +* [[Introduction to Articifial Networks - Pt. >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]] {{displayIcon name="page_white_acrobat"/}}
100 +* [[Introduction to Articifial Networks - Pt. >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]] {{displayIcon name="page_white_acrobat"/}}
101 +** [[Tutorial>>https://github.com/machine-learning-tutorial/neural-networks/tree/main]] {{displayIcon name="application_view_list"/}}
102 +* [[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"/}}
103 +* (((
104 +[[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"/}}
105 +)))
106 +
107 +=== ===
108 +
109 +=== **Mastering Model Building** ===
110 +
111 +* [[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"/}}
112 +** [[Tutorials>>https://github.com/dkgithub/wiehl24]] {{displayIcon name="application_view_list"/}}
113 +* [[Mastering Model Building >>https://indico.desy.de/event/37303/sessions/14382/attachments/80384/105130/230228_mastering_model_building.pdf]]
114 +** [[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"/}}
115 +** [[Hands-On 2: Mass-Regression>>https://colab.research.google.com/drive/1UdiLP-MLTLlB8t4zE2qMwibt3BRbFawd?usp=sharing]] {{displayIcon name="application_view_list"/}}
116 +** [[Hands-On 3: Jet-flavour Classification>>https://colab.research.google.com/drive/13O8wxap5oxp1ovUTBjNc__tOwE7PojyC?usp=sharing]] {{displayIcon name="application_view_list"/}}
117 +
118 +=== ===
119 +
120 +=== **Convolutional Neural Networks** ===
121 +
122 +* [[Convolutional Neural Networks>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119021/CNN_SKaes.pdf]] {{displayIcon name="page_white_acrobat"/}}
123 +** [[Exercises>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119040/Wiehl_Exercises_CNN.pdf]] {{displayIcon name="page_white_acrobat"/}}
124 +** [[Exercises Solution>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119131/Wiehl_Exercises_CNN_Solution.pdf]] {{displayIcon name="page_white_acrobat"/}}
125 +
126 +----
127 +
128 +=== ===
129 +
130 +=== Adcanced Concepts ===
131 +
132 +----
133 +
134 +=== **Autoencoder** ===
135 +
136 +* test
137 +
138 +=== **Transformers **(ausklappbar) ===
139 +
140 +* test
141 +
142 +=== **Normalizing Flows (ausklappbar)** ===
143 +
144 +* test