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Algoliterary Encounters

From Algolit

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Start of the Algoliterary Encounters catalog.

General Introduction

Overview of Techniques

Rule-based agents
Classic Machine Learning
Neural Networks

Elements of Neural Networks

input (datasets)
  • posters with literary works that are readable for machines and escape copyright
  • public domain dataset
text-to-numbers / vectors
  • posters of matrices
  • bag-of-words: physical book vector exercise (with multiple books or with one book)
  • poster word embeddings one-hot-vector script
layers, nodes, weights
  • backpropagation (linear algebra, influence of weight on network)
multidimensionality
  • digital interactive visualisation & printed visualisation 1 poster for 1 dimension (total could be 30 posters)
algorithms/nodes
  • softmax poster/booklet with comments on code & output
  • visualisations
  • playground.tensorflow.org javascript
output

Datasets

  • Context of Neural Networks
  • Frameworks & Existing Communities
  • Algoliterary Works by Others