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Last modified by Judith Steinfeld on 2025/06/03 11:13
From version 46.1
edited by Judith Steinfeld
on 2024/07/30 11:46
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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... ... @@ -40,8 +40,6 @@
40 40  Dr. Andrea Santamaria Garcia,
41 41  
42 42  Chenran Xu
43 -
44 -ARBEITSGRUPPE
45 45  )))
46 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|(((
47 47  PDF
... ... @@ -54,13 +54,13 @@
54 54  
55 55  Chenran Xu
56 56  )))
57 -|[[Tutorials - Introduction to Artificial Networks>>https://github.com/dkgithub/wiehl24]]|neural network building blocks, deep learning, artificial networks, pytorch|basic|02/2024|(((
55 +|[[Tutorials - Introduction to Artificial Networks>>https://github.com/dkgithub/wiehl24]]|neural network building blocks, deep learning, artificial networks|basic|02/2024|(((
58 58  Link
59 59  
60 60  {{displayIcon name="application_view_list"/}}
61 61  
62 62  
63 -)))|tutorial, hands-on, excercises|(((
61 +)))|tutorial|(((
64 64  Dr. Andrea Santamaria Garcia,
65 65  
66 66  Chenran Xu
... ... @@ -74,74 +74,59 @@
74 74  PDF
75 75  
76 76  {{displayIcon name="page_white_acrobat"/}}
77 -
78 -
79 79  )))|lecture|Sebastian Wozniewski
80 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 81  PDF
82 82  
83 83  {{displayIcon name="page_white_acrobat"/}}
84 -)))|lecture|Dirk Krücker
80 +)))|lecture|
85 85  |[[Tutorials - Mastering Model Building>>https://github.com/dkgithub/wiehl24]]|mastering model building|basic|02/2024|(((
86 86  PDF
87 87  
88 -(((
89 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]]
85 +)))|tutorial|Dirk Krücker
86 +| | | | | | |
87 +| | | | | | |
94 94  
95 -
96 -)))|mastering model building|basic|02/2023|(((
97 -PDF
98 98  
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
90 +{{liveData showPageSizeDropdown="false"}}{{/liveData}}
105 105  
106 -{{displayIcon name="application_view_list"/}}
107 -)))|tutorial, hands-on, excercises|(((
108 -Niclas Eich
109 -)))
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
114 114  
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
93 +=== Basic Concepts ===
119 119  
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
95 +----
124 124  
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]]
97 +=== **Neural Network Building Blocks** ===
129 129  
130 -[[Exercises Solution>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119131/Wiehl_Exercises_CNN_Solution.pdf]]
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 +)))
131 131  
132 -
133 -)))|convolutional neural networks|basic|02/2024|(((
134 -PDF
107 +=== ===
135 135  
136 -{{displayIcon name="page_white_acrobat"/}}
137 -)))|tutorial, hands-on, excercises|Stephanie Käs
138 -| | | | | | |
109 +=== **Mastering Model Building** ===
139 139  
140 -{{liveData showPageSizeDropdown="false"}}{{/liveData}}
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"/}}
141 141  
118 +=== ===
142 142  
143 -
120 +=== **Convolutional Neural Networks** ===
144 144  
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 +
145 145  === ===
146 146  
147 147  === Adcanced Concepts ===