cdxing / AI4NP

Lecture materials and activities for Michelle Kuchera's lectures at AI4NP

AI4NP -- Deep Learning

Lecture materials and activities for Michelle Kuchera's lectures at the AI4NP Winter School. January 11-15, 2021. Virtual. Hosted by the Thomas Jefferson National Accelerator Facility.

• Course announcement
• Indico Schedule

Outline

• Lecture 1: Neural Networks and Deep Learning
• Lecture 2: Convolutional Filters and Neural Networks
• Lecture 3: Latent Spaces and Unsupervised Learning
• Lecture 4: Generative Models: Variational Autoencoders and Generative Adversarial Networks