jbarrow

allennlp_tutorial

Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)

mlx-playground

mlx implementations of various transformers, speedups, training

tinyhnsw

build your own vector database -- the littlest hnsw

distillate

PDF Extraction Toolkit (wraps and trains LayoutLM)

bert_from_scratch

Training BERT from scratch on a Cloud TPU

reteach

Duolingo SLAM experiments, written in AllenNLP

checklists

A set of checklists to help with computer science research (NLP and Machine Learning in particular).

minstructor

get structured objects from LLMs -- teaching implementation of the instructor library in python

jbarrow.github.io

Personal blog for Joe Barrow

mlxbert

bert implementation in mlx -- throwback to NLP in 2018

mnemonic-reader

PDF reader/highlighter with spaced repetition flash cards

peppermint

minimal transformers/llms for search

adler

allennlp

An open-source NLP research library, built on PyTorch.

BertGCN

clcomb

Code for "Evidence Combination for Cross Language Information Retrieval"

dotfiles

GPU-Puzzles

Solve puzzles. Learn CUDA.

lexpredict-lexnlp

LexNLP by LexPredict

little-mallet-wrapper

A Python wrapper around the topic modeling functions of MALLET.

mlx

MLX: An array framework for Apple silicon

mlx-examples

Examples in the MLX framework

pawls

Software that makes labeling PDFs easy.

py-irt

Bayesian IRT models in Python

pyserini

Python interface to the Anserini IR toolkit built on Lucene

pytrec_eval

pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.

react-bootstrap-typeahead

React typeahead with Bootstrap styling

sklearn-crfsuite

scikit-learn inspired API for CRFsuite

sqlnaut

view sqlite databases as directories of CSVs, using FUSE

variational-item-response-theory-public

A PyTorch implementation of "Variational Item Response Theory: Fast Accurate, and Expressive"