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Resources

If you would like to submit a resource to this page, you can do so by editing resources.md on github.

Projects for Inspiration

  • 100 days of Visualizing Algorithms by Jamie Charry
  • Writing with the Machine
  • ALT-AI Exhibition, talks and highlight videos
  • Visualizing Neural Networks in Virtual Space by Cassie Tarakajian
  • Artificial Intelligence in Google's Dinosaur
  • Transpose by Hannah Davis
  • Handwriting Generation with RNN and p5.js, experiments in handwriting
  • Land Lines
  • TerraPattern by Golan Levin and collaborators
  • Browser Self-Driving Car,Learning to Drive Blog Post
  • The Infinite Drum Machine
  • RNN for generating Baroque Music
  • WaveNet: A Generative Model for Raw Audio
  • Automatic Colorization
  • Why is a Raven Like a Writing Desk?
  • Using Artificial Intelligence to Write Self-Modifying/Improving Programs
  • webcam-pix2pix-tensorflow

Other comprehensive lists

  • Coding Train Community References
  • Awesome Machine Learning
  • AI-Resources

Online courses

  • Machine Learning for Artists, Gene Kogan
  • Kadenze: Machine Learning for Musicians and Artists, Rebecca Fiebrink
  • Kadenze: Creative Applications of Deep Learning with Tensorflow, Parag Mital

Books

  • Make your own neural network
  • Grokking Algorithms
  • Grokking Deep Learning
  • Machine Learning for Designers by Patrick Hebron, Accompanying Webcast: Machine learning and the future of design

Videos

  • Neural Networks from 3Blue1Brown
  • Machine Learning videos from The Coding Train
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This project is currently being maintained at NYU ITP by a community of teachers, residents and students.