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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.

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

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

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