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Last modified by Judith Steinfeld on 2025/06/03 11:13
From version 45.1
edited by Judith Steinfeld
on 2024/07/30 11:31
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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... ... @@ -40,6 +40,8 @@
40 40  Dr. Andrea Santamaria Garcia,
41 41  
42 42  Chenran Xu
43 +
44 +ARBEITSGRUPPE
43 43  )))
44 44  |[[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
... ... @@ -52,13 +52,13 @@
52 52  
53 53  Chenran Xu
54 54  )))
55 -|[[Tutorials - Introduction to Artificial Networks>>https://github.com/dkgithub/wiehl24]]|neural network building blocks, deep learning, artificial networks|basic|02/2024|(((
57 +|[[Tutorials - Introduction to Artificial Networks>>https://github.com/dkgithub/wiehl24]]|neural network building blocks, deep learning, artificial networks, pytorch|basic|02/2024|(((
56 56  Link
57 57  
58 58  {{displayIcon name="application_view_list"/}}
59 59  
60 60  
61 -)))|tutorial|(((
63 +)))|tutorial, hands-on, excercises|(((
62 62  Dr. Andrea Santamaria Garcia,
63 63  
64 64  Chenran Xu
... ... @@ -72,59 +72,74 @@
72 72  PDF
73 73  
74 74  {{displayIcon name="page_white_acrobat"/}}
77 +
78 +
75 75  )))|lecture|Sebastian Wozniewski
76 76  |[[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|(((
77 77  PDF
78 78  
79 79  {{displayIcon name="page_white_acrobat"/}}
80 -)))|lecture|
84 +)))|lecture|Dirk Krücker
81 81  |[[Tutorials - Mastering Model Building>>https://github.com/dkgithub/wiehl24]]|mastering model building|basic|02/2024|(((
82 82  PDF
83 83  
88 +(((
84 84  {{displayIcon name="page_white_acrobat"/}}
85 -)))|tutorial|Dirk Krücker
86 -| | | | | | |
87 -| | | | | | |
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]]
88 88  
95 +
96 +)))|mastering model building|basic|02/2023|(((
97 +PDF
89 89  
90 -{{liveData showPageSizeDropdown="false"}}{{/liveData}}
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
91 91  
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
92 92  
93 -=== Basic Concepts ===
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
94 94  
95 -----
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
96 96  
97 -=== **Neural Network Building Blocks** ===
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]]
98 98  
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 -)))
130 +[[Exercises Solution>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119131/Wiehl_Exercises_CNN_Solution.pdf]]
106 106  
107 -=== ===
132 +
133 +)))|convolutional neural networks|basic|02/2024|(((
134 +PDF
108 108  
109 -=== **Mastering Model Building** ===
136 +{{displayIcon name="page_white_acrobat"/}}
137 +)))|tutorial, hands-on, excercises|Stephanie Käs
138 +| | | | | | |
110 110  
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"/}}
140 +{{liveData showPageSizeDropdown="false"}}{{/liveData}}
117 117  
118 -=== ===
119 119  
120 -=== **Convolutional Neural Networks** ===
143 +
121 121  
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 -
128 128  === ===
129 129  
130 130  === Adcanced Concepts ===