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Last modified by Judith Steinfeld on 2025/06/03 11:13
From version 43.1
edited by Judith Steinfeld
on 2024/07/30 10:38
Change comment: There is no comment for this version
To version 36.1
edited by Judith Steinfeld
on 2024/07/26 13:57
Change comment: There is no comment for this version

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15 15  {{/success}}
16 16  
17 17  
18 -Tabelle
18 +Show all materials
19 19  
20 -Title - topic (tags) - date - type (PDF, video, link to website) - kind (ttt, school, workshop...) - (author)
20 +[[image:show all abc.png||height="72" width="758"]]
21 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 -{{liveData showPageSizeDropdown="false"}}{{/liveData}}
32 -
33 -
34 -=== Basic Concepts ===
35 -
36 -----
37 -
38 -=== **Neural Network Building Blocks** ===
39 -
40 -* [[Introduction to Articifial Networks - Pt. >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]] {{displayIcon name="page_white_acrobat"/}}
41 -* [[Introduction to Articifial Networks - Pt. >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]] {{displayIcon name="page_white_acrobat"/}}
42 -** [[Tutorial>>https://github.com/machine-learning-tutorial/neural-networks/tree/main]] {{displayIcon name="application_view_list"/}}
43 -* [[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"/}}
44 -* (((
45 -[[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"/}}
46 -)))
47 -
48 -=== ===
49 -
50 -=== **Mastering Model Building** ===
51 -
52 -* [[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"/}}
53 -** [[Tutorials>>https://github.com/dkgithub/wiehl24]] {{displayIcon name="application_view_list"/}}
54 -* [[Mastering Model Building >>https://indico.desy.de/event/37303/sessions/14382/attachments/80384/105130/230228_mastering_model_building.pdf]]
55 -** [[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"/}}
56 -** [[Hands-On 2: Mass-Regression>>https://colab.research.google.com/drive/1UdiLP-MLTLlB8t4zE2qMwibt3BRbFawd?usp=sharing]] {{displayIcon name="application_view_list"/}}
57 -** [[Hands-On 3: Jet-flavour Classification>>https://colab.research.google.com/drive/13O8wxap5oxp1ovUTBjNc__tOwE7PojyC?usp=sharing]] {{displayIcon name="application_view_list"/}}
58 -
59 -=== ===
60 -
61 -=== **Convolutional Neural Networks** ===
62 -
63 -* [[Convolutional Neural Networks>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119021/CNN_SKaes.pdf]] {{displayIcon name="page_white_acrobat"/}}
64 -** [[Exercises>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119040/Wiehl_Exercises_CNN.pdf]] {{displayIcon name="page_white_acrobat"/}}
65 -** [[Exercises Solution>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119131/Wiehl_Exercises_CNN_Solution.pdf]] {{displayIcon name="page_white_acrobat"/}}
66 -
67 -----
68 -
69 -=== ===
70 -
71 -=== Adcanced Concepts ===
72 -
73 -----
74 -
75 -=== **Autoencoder** ===
76 -
77 -* test
78 -
79 -=== **Transformers **(ausklappbar) ===
80 -
81 -* test
82 -
83 -=== **Normalizing Flows (ausklappbar)** ===
84 -
85 -* test
22 +[[image:show all abc 2.png||height="496" width="921"]]
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