drgriffis Goto Github PK

5194-project

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

bert_to_hdf5

Scripts for getting BERT embeddings with token-level alignment in HDF5 format

cli-configparser

CLI for reading from .ini config files

configlogger

Python utility for logging experimental configurations, for replicability/reproducibility

corpus-wrappers

Python scripts for processing various NLP corpora

cse3521au17

Website/resources for CSE 3521 (Intro to AI) Autumn 2017

ctakes-utils

Utility scripts and Python code for working with cTAKES output

dataset-wrappers

Wrappers for dealing with various formats of dataset

drgriffis.github.io

Website of Denis R Newman-Griffis

elmo-wsd-reimplementation

Reimplementation of WSD experiments from Peters et al (2018)

embviz

end2end_neural_el

extrinsic-evaluation-tasks

A suite of tasks for extrinsic evaluation of word embedding models.

geeknote-links

Extension to Geeknote for linking local Markdown files with Evernote notes

glove

GloVe model for distributed word representation

hedgepig-logger

Python logging without the timestamps/log levels. Plus some tweaks.

inf111-au23-week12-modules-example

INF111 AY2023-2024 - Week 12 - Working with Modules example

knn-embedding

mcn-ambiguity-analysis

Analysis of ambiguity in Electronic Health Record datasets for Medical Concept Normalization

miscutils

Miscellaneous utility code

neuralvecmap

DNN framework for learning a nonlinear mapping between two sets of embeddings

neuroner

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

node2vec

pubmed

Tools for working with PubMed data.

pyemblib

Python library for interacting with pre-trained word embeddings

pyumls

Python wrapper for UMLS REST API

sbd-evaluation

Virtual environment for replicating experiments from the paper "A Quantitative and Qualitative Evaluation of Sentence Boundary Detection for the Clinical Domain," appearing at AMIA CRI 2016.

similarity-relatedness

Similarity and relatedness experiments for word embeddings

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

text-essence

Preprocessing and analysis for training SNOMED-CT concept embeddings from CORD-19 corpus