Page Index - clairedavid/ml_in_hep GitHub Wiki

23 page(s) in this GitHub Wiki:

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