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Changes for page Material Collection

Last modified by Judith Steinfeld on 2025/06/03 11:13
From version 41.1
edited by Judith Steinfeld
on 2024/07/29 10:12
Change comment: There is no comment for this version
To version 49.1
edited by Judith Steinfeld
on 2024/09/24 15:17
Change comment: There is no comment for this version

Summary

Details

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Content
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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 +Please feel free to share your ErUM-Data materials.
9 9  {{/info}}
10 10  
11 11  Hint Copyright: Please not that the materials are from
12 12  
13 -{{success width="20%"}}
14 -{{displayIcon name="magnifier"/}}Filter Suchfunktion: Semantische Suche und vordefinierte Suchfilter zur Eingrenzung von Suchergebnissen
16 +{{success}}
17 +Our collection of materials covers many different topics. You can click on one or more tags to filter the list...
15 15  {{/success}}
16 16  
17 -
18 -Tabelle
19 -
20 -Title - topic (tags) - date - type (PDF, video, link to website) - kind (ttt, school, workshop...) - (author)
21 -
22 -
23 -
24 -
25 -Table: [[https:~~/~~/extensions.xwiki.org/xwiki/bin/view/Extension/Livetable%20Macro >>https://extensions.xwiki.org/xwiki/bin/view/Extension/Livetable%20Macro]]
26 -
27 -
28 -
29 -
30 -=== Basic Concepts ===
31 -
32 -----
33 -
34 -=== **Neural Network Building Blocks** ===
35 -
36 -* [[Introduction to Articifial Networks - Pt. >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]] {{displayIcon name="page_white_acrobat"/}}
37 -* [[Introduction to Articifial Networks - Pt. >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]] {{displayIcon name="page_white_acrobat"/}}
38 -** [[Tutorial>>https://github.com/machine-learning-tutorial/neural-networks/tree/main]] {{displayIcon name="application_view_list"/}}
39 -* [[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"/}}
40 -* (((
41 -[[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"/}}
42 -)))
43 -
44 -=== ===
45 -
46 -=== **Mastering Model Building** ===
47 -
48 -* [[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"/}}
49 -** [[Tutorials>>https://github.com/dkgithub/wiehl24]] {{displayIcon name="application_view_list"/}}
50 -* [[Mastering Model Building >>https://indico.desy.de/event/37303/sessions/14382/attachments/80384/105130/230228_mastering_model_building.pdf]]
51 -** [[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"/}}
52 -** [[Hands-On 2: Mass-Regression>>https://colab.research.google.com/drive/1UdiLP-MLTLlB8t4zE2qMwibt3BRbFawd?usp=sharing]] {{displayIcon name="application_view_list"/}}
53 -** [[Hands-On 3: Jet-flavour Classification>>https://colab.research.google.com/drive/13O8wxap5oxp1ovUTBjNc__tOwE7PojyC?usp=sharing]] {{displayIcon name="application_view_list"/}}
54 -
55 -=== ===
56 -
57 -=== **Convolutional Neural Networks** ===
58 -
59 -* [[Convolutional Neural Networks>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119021/CNN_SKaes.pdf]] {{displayIcon name="page_white_acrobat"/}}
60 -** [[Exercises>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119040/Wiehl_Exercises_CNN.pdf]] {{displayIcon name="page_white_acrobat"/}}
61 -** [[Exercises Solution>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119131/Wiehl_Exercises_CNN_Solution.pdf]] {{displayIcon name="page_white_acrobat"/}}
62 -
63 -----
64 -
65 -=== ===
66 -
67 -=== Adcanced Concepts ===
68 -
69 -----
70 -
71 -=== **Autoencoder** ===
72 -
73 -* test
74 -
75 -=== **Transformers **(ausklappbar) ===
76 -
77 -* test
78 -
79 -=== **Normalizing Flows (ausklappbar)** ===
80 -
81 -* test
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