Changes for page Material Collection
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
on 2024/07/30 11:46
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To version 40.32
edited by Judith Steinfeld
on 2024/07/29 09:39
on 2024/07/29 09:39
Change comment:
clear view right for XWiki.XWikiAllGroup
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... ... @@ -21,127 +21,43 @@ 21 21 22 22 23 23 24 -{{documents count="25"/}} 25 25 26 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/]]26 +=== Basic Concepts === 28 28 28 +---- 29 29 30 +=== **Neural Network Building Blocks** === 30 30 31 - 32 -|=title|=topic (tags)|=level|=date|=type|=format|=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, deep learning, artificial networks|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 -ARBEITSGRUPPE 32 +* [[Introduction to Articifial Networks - Pt. >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]] {{displayIcon name="page_white_acrobat"/}} 33 +* [[Introduction to Articifial Networks - Pt. >>https://indico.desy.de/event/40559/sessions/16119/attachments/88695/118961/nns-part1.pdf]] {{displayIcon name="page_white_acrobat"/}} 34 +** [[Tutorial>>https://github.com/machine-learning-tutorial/neural-networks/tree/main]] {{displayIcon name="application_view_list"/}} 35 +* [[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"/}} 36 +* ((( 37 +[[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"/}} 45 45 ))) 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 -PDF 48 48 49 - {{displayIconname="page_white_acrobat"/}}40 +=== === 50 50 51 - 52 -)))|lecture, libraries|((( 53 -Dr. Andrea Santamaria Garcia, 42 +=== **Mastering Model Building** === 54 54 55 -Chenran Xu 56 -))) 57 -|[[Tutorials - Introduction to Artificial Networks>>https://github.com/dkgithub/wiehl24]]|neural network building blocks, deep learning, artificial networks, pytorch|basic|02/2024|((( 58 -Link 44 +* [[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"/}} 45 +** [[Tutorials>>https://github.com/dkgithub/wiehl24]] {{displayIcon name="application_view_list"/}} 46 +* [[Mastering Model Building >>https://indico.desy.de/event/37303/sessions/14382/attachments/80384/105130/230228_mastering_model_building.pdf]] 47 +** [[Hands-On 1: Tenserflow-Playground>>http://playground.tensorflow.org/#activation=tanh®ularization=L2&batchSize=10&dataset=gauss®Dataset=reg-plane&learningRate=0.03®ularizationRate=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"/}} 48 +** [[Hands-On 2: Mass-Regression>>https://colab.research.google.com/drive/1UdiLP-MLTLlB8t4zE2qMwibt3BRbFawd?usp=sharing]] {{displayIcon name="application_view_list"/}} 49 +** [[Hands-On 3: Jet-flavour Classification>>https://colab.research.google.com/drive/13O8wxap5oxp1ovUTBjNc__tOwE7PojyC?usp=sharing]] {{displayIcon name="application_view_list"/}} 59 59 60 - {{displayIconname="application_view_list"/}}51 +=== === 61 61 62 - 63 -)))|tutorial, hands-on, excercises|((( 64 -Dr. Andrea Santamaria Garcia, 53 +=== **Convolutional Neural Networks** === 65 65 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 55 +* [[Convolutional Neural Networks>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119021/CNN_SKaes.pdf]] {{displayIcon name="page_white_acrobat"/}} 56 +** [[Exercises>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119040/Wiehl_Exercises_CNN.pdf]] {{displayIcon name="page_white_acrobat"/}} 57 +** [[Exercises Solution>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119131/Wiehl_Exercises_CNN_Solution.pdf]] {{displayIcon name="page_white_acrobat"/}} 70 70 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 59 +---- 75 75 76 -{{displayIcon name="page_white_acrobat"/}} 77 - 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 82 - 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 87 - 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]] 94 - 95 - 96 -)))|mastering model building|basic|02/2023|((( 97 -PDF 98 - 99 -{{displayIcon name="page_white_acrobat"/}} 100 -)))|lecture|Niclas Eich 101 -|((( 102 -[[Hands-On 1: Tenserflow-Playground>>http://playground.tensorflow.org/#activation=tanh®ularization=L2&batchSize=10&dataset=gauss®Dataset=reg-plane&learningRate=0.03®ularizationRate=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 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 - 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 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 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]] 129 - 130 -[[Exercises Solution>>https://indico.desy.de/event/40559/sessions/16121/attachments/88729/119131/Wiehl_Exercises_CNN_Solution.pdf]] 131 - 132 - 133 -)))|convolutional neural networks|basic|02/2024|((( 134 -PDF 135 - 136 -{{displayIcon name="page_white_acrobat"/}} 137 -)))|tutorial, hands-on, excercises|Stephanie Käs 138 -| | | | | | | 139 - 140 -{{liveData showPageSizeDropdown="false"}}{{/liveData}} 141 - 142 - 143 - 144 - 145 145 === === 146 146 147 147 === Adcanced Concepts ===
