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flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

trax

Trax — Deep Learning with Clear Code and Speed

amundsen

Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

kenlm

KenLM: Faster and Smaller Language Model Queries

api

Pushshift API

spark-nlp-workshop

Public runnable examples of using John Snow Labs' NLP for Apache Spark.

OpenDelta

A plug-and-play library for parameter-efficient-tuning (Delta Tuning)

spacy-stanza

💥 Use the latest Stanza (StanfordNLP) research models directly in spaCy

FewRel

A Large-Scale Few-Shot Relation Extraction Dataset

DNABERT

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

paraphraser

Sentence paraphrase generation at the sentence level

displacy

:boom: displaCy.js: An open-source NLP visualiser for the modern web

Paraphrase-Generator

A paraphrase generator built using the T5 model which produces paraphrased English sentences.

character-bert

Main repository for "CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters"

sd-material-ui

material-ui components for Dash

SNOMED-in-5-minutes

Easy-to-use tutorials for accessing SNOMED APIs within 5 min using various programming languages

contrastive-active-learning

Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively Adapting Pretrained Language Models for Active Learning"

RE2RNN

Source code for the EMNLP 2020 paper "Cold-Start and Interpretability: Turning Regular Expressions intoTrainable Recurrent Neural Networks"

ICDAR2021-SLP

ICDAR 2021 Competition on Scientific Literature Parsing

bioseq

Tokenizers and Machine Learning Models for biological sequence data

seqscore

SeqScore: Scoring for named entity recognition and other sequence labeling tasks

PKDocClassifier

Binary classifier to identify scientific publications reporting pharmacokinetic parameters estimated in vivo

enrich_omics

A python package to explore pathways, diseases and drugs associated to a list of targets (genes, proteins, etc)

MedNER-J

Latest version of MedEX/J (Japanese disease name extractor)

afterglow

A package for uncertainty estimation with PyTorch

DrugLinker

Simple exact-matching algorithm to standardise drug names appearing on the DrugBank open-access repository

PKNER

react-hooks-tutorial

A video tutorial on YouTube for React Hooks

linkedEmulation

Compute mean and variance of the linked emulator