Algoliterary Encounters

Start of the Algoliterary Encounters catalog.

Overview of Techniques

Rule-based agents

• introduction Rule-Based

• Oulipo Recipes

• Textmining is

Classic Machine Learning

• introduction Classic Machine Learning

• i-could-have-written-that

• The Weekly Address

Neural Networks

• introduction Neural Networks

• RCharNN

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

• annotated word2vec script http://www.algolit.net/scripts/word2vec_annotated/ - Manetta

   ===== 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

Datasets

• Context of Neural Networks

• Frameworks & Existing Communities

• Algoliterary Works by Others