Algoliterary Encounters

Start of the Algoliterary Encounters catalog.

General Introduction

• Introduction Algolit
• Introction on the Stanford course

Overview of Techniques

Rule-based agents

• introduction Rule-Based
• Oulipo Recipes
• Textmining is
• Rule-Based writing-system modality.py

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)
• word embeddings
• one-hot-vector script
• word2vec_basic.py - inspected word2vec script
• talking_about_machine_learning - exploring the vocabulary of machine learning textbooks in 7 stages with word2vec

layers, nodes, weights

• backpropagation (linear algebra, influence of weight on network)

multidimensionality

"In most of the cases the meaning will come through multiple dimensions." (Richard Socher, CS224D Lecture 2)

• 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