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Francis Tseng edited this page Jun 13, 2016 · 3 revisions

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