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Last modified by Judith Steinfeld on 2025/06/03 11:13
From version 44.1
edited by Judith Steinfeld
on 2024/07/30 11:09
Change comment: There is no comment for this version
To version 46.1
edited by Judith Steinfeld
on 2024/07/30 11:46
Change comment: There is no comment for this version

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29 29  
30 30  
31 31  
32 -|=title|=topic (tags)|=level|=date|=type|=kind|=author
32 +|=title|=topic (tags)|=level|=date|=type|=format|=author
33 33  |(((
34 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|(((
35 +)))|neural network building blocks, deep learning, artificial networks|basic|02/2024|(((
36 36  PDF
37 37  
38 38  {{displayIcon name="page_white_acrobat"/}}
... ... @@ -40,70 +40,108 @@
40 40  Dr. Andrea Santamaria Garcia,
41 41  
42 42  Chenran Xu
43 +
44 +ARBEITSGRUPPE
43 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|(((
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|(((
45 45  PDF
46 46  
47 47  {{displayIcon name="page_white_acrobat"/}}
48 -)))|lecture|(((
50 +
51 +
52 +)))|lecture, libraries|(((
49 49  Dr. Andrea Santamaria Garcia,
50 50  
51 51  Chenran Xu
52 52  )))
53 -|[[Tutorials - Introduction to Artificial Networks>>https://github.com/dkgithub/wiehl24]]|neural network building blocks|basic| |(((
57 +|[[Tutorials - Introduction to Artificial Networks>>https://github.com/dkgithub/wiehl24]]|neural network building blocks, deep learning, artificial networks, pytorch|basic|02/2024|(((
54 54  Link
55 55  
56 56  {{displayIcon name="application_view_list"/}}
57 57  
58 58  
59 -)))|tutorial|
60 -| | | | | | |
61 -| | | | | | |
62 -| | | | | | |
63 -| | | | | | |
64 -| | | | | | |
65 -| | | | | | |
63 +)))|tutorial, hands-on, excercises|(((
64 +Dr. Andrea Santamaria Garcia,
66 66  
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
67 67  
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
68 68  
69 -{{liveData showPageSizeDropdown="false"}}{{/liveData}}
76 +{{displayIcon name="page_white_acrobat"/}}
70 70  
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
71 71  
72 -=== Basic Concepts ===
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
73 73  
74 -----
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]]
75 75  
76 -=== **Neural Network Building Blocks** ===
95 +
96 +)))|mastering model building|basic|02/2023|(((
97 +PDF
77 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"/}}
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
84 84  )))
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
85 85  
86 -=== ===
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
87 87  
88 -=== **Mastering Model Building** ===
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
89 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"/}}
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]]
96 96  
97 -=== ===
130 +[[Exercises Solution>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119131/Wiehl_Exercises_CNN_Solution.pdf]]
98 98  
99 -=== **Convolutional Neural Networks** ===
132 +
133 +)))|convolutional neural networks|basic|02/2024|(((
134 +PDF
100 100  
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"/}}
136 +{{displayIcon name="page_white_acrobat"/}}
137 +)))|tutorial, hands-on, excercises|Stephanie Käs
138 +| | | | | | |
104 104  
105 -----
140 +{{liveData showPageSizeDropdown="false"}}{{/liveData}}
106 106  
142 +
143 +
144 +
107 107  === ===
108 108  
109 109  === Adcanced Concepts ===