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Last modified by Judith Steinfeld on 2025/06/03 11:13
From version 38.1
edited by Judith Steinfeld
on 2024/07/26 16:05
Change comment: There is no comment for this version
To version 36.1
edited by Judith Steinfeld
on 2024/07/26 13:57
Change comment: There is no comment for this version

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20 20  [[image:show all abc.png||height="72" width="758"]]
21 21  
22 22  [[image:show all abc 2.png||height="496" width="921"]]
23 -
24 -
25 -
26 -=== Basic Concepts ===
27 -
28 -----
29 -
30 -=== **Neural Network Building Blocks **(ausklappbar) ===
31 -
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"/}}
38 -)))
39 -
40 -=== ===
41 -
42 -=== **Mastering Model Building **(ausklappbar) ===
43 -
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&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"/}}
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"/}}
50 -
51 -=== ===
52 -
53 -=== **Convolutional Neural Networks **(ausklappbar) ===
54 -
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"/}}
58 -
59 -----
60 -
61 -=== ===
62 -
63 -=== Adcanced Concepts ===
64 -
65 -----
66 -
67 -=== **Autoencoder **(ausklappbar) ===
68 -
69 -* test
70 -
71 -=== **Transformers **(ausklappbar) ===
72 -
73 -* test
74 -
75 -=== **Normalizing Flows (ausklappbar)** ===
76 -
77 -* test