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Last modified by Judith Steinfeld on 2025/06/03 11:13
From version 50.1
edited by Judith Steinfeld
on 2024/09/25 15:10
Change comment: There is no comment for this version
To version 44.1
edited by Judith Steinfeld
on 2024/07/30 11:09
Change comment: There is no comment for this version

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6 6  With our material collection we want to provide an overview of existing materials and contacts by outlining where to find what.
7 7  
8 8  The collection of existing materials is complemented by our own materials which include for example videos and slides from various workshops and schools organized by the ErUM-Data-Hub in collaboration with DIG-UM with which we reached over 800 participants so far.
9 -
10 -
11 -If you want to be subscribed or unsubscribed from this list please contact [[judith.steinfeld@erumdatahub.de>>mailto:judith.steinfeld@erumdatahub.de]]
12 12  {{/info}}
13 13  
14 -{{success}}
15 -Our collection of materials covers many different topics. You can click on one or more tags to filter the list...
11 +Hint Copyright: Please not that the materials are from
12 +
13 +{{success width="20%"}}
14 +{{displayIcon name="magnifier"/}}Filter Suchfunktion: Semantische Suche und vordefinierte Suchfilter zur Eingrenzung von Suchergebnissen
16 16  {{/success}}
17 17  
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17 +
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|=kind|=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|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/88695/118961/nns-part1.pdf]]|neural network building blocks|basic|02/2024|(((
45 +PDF
46 +
47 +{{displayIcon name="page_white_acrobat"/}}
48 +)))|lecture|(((
49 +Dr. Andrea Santamaria Garcia,
50 +
51 +Chenran Xu
52 +)))
53 +|[[Tutorials - Introduction to Artificial Networks>>https://github.com/dkgithub/wiehl24]]|neural network building blocks|basic| |(((
54 +Link
55 +
56 +{{displayIcon name="application_view_list"/}}
57 +
58 +
59 +)))|tutorial|
60 +| | | | | | |
61 +| | | | | | |
62 +| | | | | | |
63 +| | | | | | |
64 +| | | | | | |
65 +| | | | | | |
66 +
67 +
68 +
69 +{{liveData showPageSizeDropdown="false"}}{{/liveData}}
70 +
71 +
72 +=== Basic Concepts ===
73 +
74 +----
75 +
76 +=== **Neural Network Building Blocks** ===
77 +
78 +* [[Introduction to Articifial Networks - Pt. >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]] {{displayIcon name="page_white_acrobat"/}}
79 +* [[Introduction to Articifial Networks - Pt. >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]] {{displayIcon name="page_white_acrobat"/}}
80 +** [[Tutorial>>https://github.com/machine-learning-tutorial/neural-networks/tree/main]] {{displayIcon name="application_view_list"/}}
81 +* [[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"/}}
82 +* (((
83 +[[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"/}}
84 +)))
85 +
86 +=== ===
87 +
88 +=== **Mastering Model Building** ===
89 +
90 +* [[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"/}}
91 +** [[Tutorials>>https://github.com/dkgithub/wiehl24]] {{displayIcon name="application_view_list"/}}
92 +* [[Mastering Model Building >>https://indico.desy.de/event/37303/sessions/14382/attachments/80384/105130/230228_mastering_model_building.pdf]]
93 +** [[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"/}}
94 +** [[Hands-On 2: Mass-Regression>>https://colab.research.google.com/drive/1UdiLP-MLTLlB8t4zE2qMwibt3BRbFawd?usp=sharing]] {{displayIcon name="application_view_list"/}}
95 +** [[Hands-On 3: Jet-flavour Classification>>https://colab.research.google.com/drive/13O8wxap5oxp1ovUTBjNc__tOwE7PojyC?usp=sharing]] {{displayIcon name="application_view_list"/}}
96 +
97 +=== ===
98 +
99 +=== **Convolutional Neural Networks** ===
100 +
101 +* [[Convolutional Neural Networks>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119021/CNN_SKaes.pdf]] {{displayIcon name="page_white_acrobat"/}}
102 +** [[Exercises>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119040/Wiehl_Exercises_CNN.pdf]] {{displayIcon name="page_white_acrobat"/}}
103 +** [[Exercises Solution>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119131/Wiehl_Exercises_CNN_Solution.pdf]] {{displayIcon name="page_white_acrobat"/}}
104 +
105 +----
106 +
107 +=== ===
108 +
109 +=== Adcanced Concepts ===
110 +
111 +----
112 +
113 +=== **Autoencoder** ===
114 +
115 +* test
116 +
117 +=== **Transformers **(ausklappbar) ===
118 +
119 +* test
120 +
121 +=== **Normalizing Flows (ausklappbar)** ===
122 +
123 +* test