Kelly Peterson's repositories

MADE-CRF

Solution for model submitted by the University of Utah for the UMass MADE 1.0 data challenge

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SIF

sentence embedding by Smooth Inverse Frequency weighting scheme

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100_years_of_sepsis

Code for the paper "100 years of sepsis: Using topic modeling to understand historical themes surrounding sepsis"

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2024-03-08-nlp

Website for DELPHI NLP workshop in March 2024

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CheXbert

Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

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edsnlp

EDS-NLP provides a set of spaCy components to extract information from clinical notes written in French.

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epysurv

Epidemiological surveillance in Python

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GYAFC-corpus

This is the Grammarly's Yahoo Answers Formality Corpus

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gym_nethack

OpenAI gym-like environment for NetHack experiments

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medspacy

Library for clinical NLP with spaCy.

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medspacy_template

Template for designing rule-based clinical NLP systems with medspaCy

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mpx-nlp

mpx-nlp

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negspacy

spaCy pipeline object for negating concepts in text

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NetHack

Official NetHack Git Repository

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nle

The NetHack Learning Environment

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NobBS

Nowcasting by Bayesian Smoothing

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ppooll

ppooll (formerly lloopp) is an audio & video performance environment written in max/MSP.

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ppooll_contributions

Additional community-contributed acts for ppooll

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pretrained-clinical-embeddings

Resourses of pre-trained word representations on clinical texts.

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PyUMLS

Python wrapper for UMLS REST API

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QuickUMLS

System for Medical Concept Extraction

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rogueinabox

A python machine learning environment for rogue (with updates for Windows)

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rulefit

Python implementation of the rulefit algorithm

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sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

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setfit

Efficient few-shot learning with Sentence Transformers

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simstring

SimString

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topicGPT

Code & Prompts for TopicGPT paper

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voxglitch

Modules for VCV Rack

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