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Roadmap to initial draft

Book

• chapter: introduction
• chapter: machine learning
• chapter: neural nets
• chapter: looking inside neural nets
• chapter: training neural nets
• chapter: convnets
• chapter: looking inside neural nets
• chapter: deepdream
• chapter: style transfer
• draft: recurrent neural nets
• draft: t-SNE / unsupervised
• draft: generative models
• draft: language processing
• draft: reinforcement learning + game AI
• draft: ethics

Guides

• wekinator examples
• start collecting contributions
• fundamentals
• simple neural networks
• convolutional neural networks
• recurrent neural nteworks
• word2vec
• generative adversarial models
• q learning
• deep q networks

Demos

• forward pass
• weights visualization
• confusion matrices
• t-SNE viewer

ofx-ML4A

• OF distribution + relevant addons
• examples + templates
  • real-time classifier/regression
  • convnet osc image classifier
  • tensorflow models
  • gesture recognition

@ml4a_

• start tweeting
  • ML news / current events
  • artworks
  • new content from the book
  • backlog of links

Misc

• translation framework