Algoliterary Encounters

Start of the Algoliterary Encounters catalog.

General Introduction

• Introduction Algolit

Algoliterary works

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

Algoliterary explorations

A few outputs to see how it works

• CHARNN text generator
• talking_about_machine_learning - exploring the vocabulary of machine learning textbooks in 7 stages with word2vec

Parts of NN process

Datasets

• the data speaks

From words to numbers

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

Different views on the data

• tensorflow projector visualisation of high dimensional data
• 5 dimensions 32 graphs
• GloVe dataset sorted alphabetically

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

• AI script showing racist bias using supervised classical ML & NN embeddings

Algoliterary Toolkit

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

Bibliography

• Algoliterary Bibliography - Reading Room texts

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)