Algoliterary Encounters

Start of the Algoliterary Encounters catalog.

General Introduction

• Introduction Algolit

Algoliterary works

• Oulipo scripts
• i-could-have-written-that
• Obama, model for a politician
• ClueBotNG, a special Algolit edition

Algoliterary explorations

A few outputs to see how it works

• CHARNN text generator
• human & view & power in 5 landscapes - Five word2vec graphs, each of them containing the words 'human', 'view' and 'power'.

(Before: talking_about_machine_learning - exploring the vocabulary of machine learning textbooks in 7 stages with word2vec)

Parts of NN process

Datasets

• Many many words

• The Enron email archive
• Common Crawl (used by GloVe): selection of urls (Constant, Maison du Livre...)
• Google News (used by word2vec)
• Learning from Deep Learning (from lib.gen.rus.ec) (.txt)
• HG Wells personal dataset (from Gutenberg.org) (.txt)
• Jules Verne (FR), Shakespeare (FR) -> download from Gutenberg & clean up
• AnarchFem (from aaaaarg.fail) (.txt)

From words to numbers

• bag-of-words
• one-hot-vector script & word embeddings

Different views on the data

• Word embedding Projector
• 5 dimensions 32 graphs
• The GloVe Reader

Creating word embeddings using word2vec

• word2vec applications - this can serve as an introduction to word2vec?
• word2vec_basic.py - in piles of paper
• softmax annotated
• chatbot for word mathematics

Autonomous machine as inspection

• We Are A Sentiment Thermometer

Algoliterary Toolkit

• cgi interface template
• text-punctuation-clean-up.py

Bibliography

• Algoliterary Bibliography - Reading Room texts