Creative Writing with Computation & Machine Learning – P10W16-20

Date: Aug 03 - 07, 2020

Skill Level(s): I to III i

Instructor(s): Allison Parrish

Price Option(s):
$450 — Reduced Tuition (COVID-19 Artist Relief Offer)
$995 — Full Price Tuition (For those able to pay at this time)


Computational tools and statistical analysis are often deployed as a method to “read” texts. But what about using these same techniques to write them? In this workshop, students use techniques from natural language processing to tear language at its digital seams and lovingly re-articulate it with computer programming—like postmodern Frankenstein-poets. Through a series of pre-written– but easily modifiable– programs, students are introduced to text analysis and language generation with the Python programming language. Students make automated “big Dada” cut-ups, undertake poor digital humanities based on word counts and part-of-speech tagging and exploit vector arithmetic to write poetry.


Students learn the basics of computational text analysis and computer-generated text through the lens of creative writing. Pre-written Python example code is provided to guide students through workshop exercises. The workshop leads up to a participant-produced zine and/or reading.


Daily activities center around live coding tutorial sessions followed by in-studio exercises related to simple and advanced tasks, as well as short lectures about underlying theory. The second half of the class focuses on practice, with students applying small and medium-sized experiments with the software, then brainstorming larger projects.


Allison Parrish is a computer programmer, poet, educator and game designer. She is an Assistant Arts Professor at the New York University’s Interactive Telecommunications Program.

Additional Information: Five-day virtual classes generally meet Monday – Friday from 9-10:30AM (MST) for one to two hours of group class time via Zoom Video Conferencing software (download free from and then have one-on-one sessions in the afternoons from Monday – Thursday 1-4PM.

An Anderson Ranch staff member co-teaches the class and coordinates the online platform. There can be a group critique Friday afternoon to wrap up the class. Further details will be emailed to registrants.

Image Courtesy of Allison Parrish

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