Page Index - clairedavid/ml_in_hep GitHub Wiki

42 page(s) in this GitHub Wiki:

• Home
• Machine Learning in Particle Physics - Dashboard
• To add
• List of Brain Teasers
• Assignment 3
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• Lecture 01. Trailer HEP
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• Lecture 02. Linear Regression
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• Lecture 03. Logistic Regression
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• Lecture 04. BDT
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• Lecture 06. Neural Networks Part I
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• Lecture 07. Neural Networks Part II
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• Lecture 08. Towards DL Scikit Learn et al
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• Lecture 09. CNNs
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• Lecture 11. Unsupervised Learning
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• Lecture 12. VAE and Anomaly Detection
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• Lecture 14. Ethics in ML & Outlook
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• Not covered
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• Pythony
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• Resources
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• Tutorial 02
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• Tutorial 03
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• Tutorial 04.
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• Tutorial 1 & Assignment 1
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