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allennlp

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

arc-medtechai

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-ehr-deeplearning

Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.

beep

Code repository for BEEP (Biomedical Evidence Enhanced Predictions) clinical outcome prediction system

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

biomedical_clinical_llms

breeze

Breeze is a numerical processing library for Scala.

brown-cluster

C++ implementation of the Brown word clustering algorithm.

caption-eval

Sentence/Caption evaluation using automated metrics

cnn-qa

CNN for Multiple Choice Question Answering

cnn_sentence

CNNs for sentence classification

ebm-nlp

eli

Extracting entities and relations from medical abstracts

epic

Epic is a high performance statistical parser written in Scala, along with a framework for building complex structured prediction models.

evidence_extraction

fairlib

A framework for assessing and improving classification fairness.

fpinscala

Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"

ga-reader

Gated Attention Reader for Text Comprehension

gated-attention-reader

Tensorflow/Pytorch implementation of Gated Attention Reader

gensim

Topic Modelling for Humans

ggplot-ticks

Copy axes from bottom to top and left to right sides of a ggplot.

keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

lm-polygraph

lxmls-toolkit

Machine Learning applied to Natural Language Processing Toolkit used in the Lisbon Machine Learning Summer School

minimal-mistakes

:triangular_ruler: A flexible two-column Jekyll theme. Perfect for personal sites, blogs, and portfolios hosted on GitHub or your own server.

neural-nlp4plp

neural-semantic-role-labeler

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

pp-attachment-disambiguation

Code for resolving PP-attachment ambiguity with distributional methods