‘Journals Like You Also Reviewed…’
By now, most people probably have an intuitive understanding of how a simple recommendation system works. Classical recommendation systems use what is known ...
Posts by Category
- dissertation 4
- academic 2
- sql 2
- dataviz 2
- other academic 1
- pandas 1
- scikit-learn 1
- machine learning 1
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dissertation
Authorless Topic Models
For the first chapter of my dissertation (and, hopefully soon, a published article) I’ve been working with a topic model trained on a corpus of 2,348 New Yor...
A Hierarchical Cluster Analysis of the Book Review Index
I recently produced a hierarchical cluster analysis of the Book Review Index data that I’ve been working with, though unfortunately I didn’t have enough time...
ACH 2021: Computational Analysis of Book Reviews
The following is a lightly-edited transcription of my presentation with Dan Sinykin for ACH 2021, part of a roundtable on “Computational Analysis of Book Rev...
academic
Dash App for a Genre Classifier
About two years ago, I designed a simple scikit-learn genre classifier for the Textual Optics Lab. You can read about it at this blog post.
ACH 2021: Computational Analysis of Book Reviews
The following is a lightly-edited transcription of my presentation with Dan Sinykin for ACH 2021, part of a roundtable on “Computational Analysis of Book Rev...
sql
SQL Practice With D&D Data
Below are some SQL challenges I made for myself as practice, using a database I built from public D&D Beyond character sheets.
D&D Race/Class Combos in ~1 Million Character Sheets
Last year, I scraped data from more than 1 million D&D character sheets from online sources, storing them in a SQLite database. The project was both for ...
dataviz
SQL Practice With D&D Data
Below are some SQL challenges I made for myself as practice, using a database I built from public D&D Beyond character sheets.
D&D Race/Class Combos in ~1 Million Character Sheets
Last year, I scraped data from more than 1 million D&D character sheets from online sources, storing them in a SQLite database. The project was both for ...
other academic
Genre Classification with Sklearn Permalink
I wrote about using Sklearn to classify novels by genre for the Textual Optics Lab’s research blog.
pandas
D&D Race/Class Combos in ~1 Million Character Sheets
Last year, I scraped data from more than 1 million D&D character sheets from online sources, storing them in a SQLite database. The project was both for ...
scikit-learn
Topic Modeling MTG Decklists
Earlier this year, the team at EDHREC.com was generous enough to share with me a snapshot of their data, in the form of a .csv file of over 400,000 decklists...
machine learning
Topic Modeling MTG Decklists
Earlier this year, the team at EDHREC.com was generous enough to share with me a snapshot of their data, in the form of a .csv file of over 400,000 decklists...
AutoGPT Vulnerabilities
This blog page is where I am testing out AutoGPT’s vulnerabilities, as a demonstration of why it is unsafe to hook it up to anything important.
AutoGPT Vulnerabilities
This blog page is where I am testing out AutoGPT’s vulnerabilities, as a demonstration of why it is unsafe to hook it up to anything important.