jbarrow
NLP at Pattern Data. Prev: Researcher at Adobe Research; PhD from the University of Maryland.
College Park, MD
Pinned Repositories
allennlp_tutorial
Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)
bert_from_scratch
Training BERT from scratch on a Cloud TPU
capstone
Using Recurrent Neural Networks (RNN's) for music and language instruction.
distillate
PDF Extraction Toolkit (wraps and trains LayoutLM)
LambdaNet
Purely functional artificial neural network library implemented in Haskell.
minstructor
get structured objects from LLMs -- teaching implementation of the instructor library in python
mlx-playground
mlx implementations of various transformers, speedups, training
pytorch-reading-group
A reading group/practicum focused on hands-on deep learning for NLP with PyTorch.
srt-player
A jQuery plugin for playing SRT files with HTML5 video.
tinyhnsw
build your own vector database -- the littlest hnsw
jbarrow's Repositories
jbarrow/allennlp_tutorial
Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)
jbarrow/mlx-playground
mlx implementations of various transformers, speedups, training
jbarrow/tinyhnsw
build your own vector database -- the littlest hnsw
jbarrow/distillate
PDF Extraction Toolkit (wraps and trains LayoutLM)
jbarrow/bert_from_scratch
Training BERT from scratch on a Cloud TPU
jbarrow/reteach
Duolingo SLAM experiments, written in AllenNLP
jbarrow/checklists
A set of checklists to help with computer science research (NLP and Machine Learning in particular).
jbarrow/minstructor
get structured objects from LLMs -- teaching implementation of the instructor library in python
jbarrow/jbarrow.github.io
Personal blog for Joe Barrow
jbarrow/mlxbert
bert implementation in mlx -- throwback to NLP in 2018
jbarrow/mnemonic-reader
PDF reader/highlighter with spaced repetition flash cards
jbarrow/peppermint
minimal transformers/llms for search
jbarrow/adler
jbarrow/allennlp
An open-source NLP research library, built on PyTorch.
jbarrow/BertGCN
jbarrow/clcomb
Code for "Evidence Combination for Cross Language Information Retrieval"
jbarrow/dotfiles
jbarrow/GPU-Puzzles
Solve puzzles. Learn CUDA.
jbarrow/lexpredict-lexnlp
LexNLP by LexPredict
jbarrow/little-mallet-wrapper
A Python wrapper around the topic modeling functions of MALLET.
jbarrow/mlx
MLX: An array framework for Apple silicon
jbarrow/mlx-examples
Examples in the MLX framework
jbarrow/pawls
Software that makes labeling PDFs easy.
jbarrow/py-irt
Bayesian IRT models in Python
jbarrow/pyserini
Python interface to the Anserini IR toolkit built on Lucene
jbarrow/pytrec_eval
pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.
jbarrow/react-bootstrap-typeahead
React typeahead with Bootstrap styling
jbarrow/sklearn-crfsuite
scikit-learn inspired API for CRFsuite
jbarrow/sqlnaut
view sqlite databases as directories of CSVs, using FUSE
jbarrow/variational-item-response-theory-public
A PyTorch implementation of "Variational Item Response Theory: Fast Accurate, and Expressive"