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Below are repos addressing a number of topics such as conceptual engineering using large language models (LLMs), using LLMs to evaluate knowledge graphs (KGs) in the context of KG refinement, the detection of hallucinations using LLMs (for the SemEval-2024 Task-6 SHROOM competition), a linked data catalog of my William S. Burroughs collection, the calculation of Texas Hold'Em hand win percentages, and a trainer for John Horton Conway's Doomsday algorithm.

Bradley P. Allen's Projects

anything-but-routine-ld icon anything-but-routine-ld

Brian E.C. Schottlaender's annotated bibliography of William S. Burroughs as a linked data resource.

camping-checklist icon camping-checklist

A checklist of items for a group to take into the mountains for a multi-day trip.

doomsday icon doomsday

A Doomsday rule algorithm utility and trainer

fb15k-akbc icon fb15k-akbc

A set of Jupyter notebooks capturing an effort to apply Keras to the problem of automatic knowledge base construction.

fredson icon fredson

A minimal computing utility for creating and publishing BIBFRAME-conformant bibliographical datasets

inference-article icon inference-article

Drafts, notes and materials for an article about Inference Corporation, intended for submission to the IEEE Annals of the History of Computing

ivi-illc-education-day icon ivi-illc-education-day

Code created in the context of a group assignment during the IvI/ILLC Education Day on the use of LLMs in education

keras-emoji-embeddings icon keras-emoji-embeddings

A Keras implementation of the UCLMR approach to generating embeddings for Unicode emoji from their descriptions.

keras-movielens-cf icon keras-movielens-cf

A set of Jupyter notebooks demonstrating collaborative filtering using matrix factorization with Keras.

lcsh2vec icon lcsh2vec

An approach to computing embeddings for Library of Congress Subject Headings

logistic-regression-sgd-mapreduce icon logistic-regression-sgd-mapreduce

A Python implementation of binary regularized logistic regression with stochastic gradient descent, packaged as scripts for use with Hadoop streaming

ml_dev icon ml_dev

Dockerfile for building a container for interactive development of machine learning applications using Vowpal Wabbit, perf and associated Python tooling.

pi icon pi

Some code implementing various Monte Carlo approaches to estimating pi.

rdf-to-sqlite icon rdf-to-sqlite

Load the contents of an RDF file into a set of SQLite database tables.

rpi-mybutton-sse icon rpi-mybutton-sse

A demo showing how the Raspberry Pi can send server-side events in response to input from the GPIO interface.

rpi-node-gpio-sse icon rpi-node-gpio-sse

A Node.js implementation of server-sent events triggered by Raspberry Pi GPIO events

shroom icon shroom

SemEval 2024 Task 6 (SHROOM) entry

skyfield-notebooks icon skyfield-notebooks

A set of notebooks and associated code using the Skyfield Python package for various astronomical and satellite observing tasks.

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