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advanced-data-driven-text-mining

adversedrugreactions

Contribute to the automated identification of Adverse Drug Reactions

annotated_deep_learning_sidebysideexplaination-

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

applied-deep-learning

Applied Deep Learning Course

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-domain-adaptation-nlp

domain adaptation in NLP

awesome-normalizing-flows

Awesome resources on normalizing flows.

awesome-papers-fewshot

Collection for Few-shot Learning

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

basic-pytorch

bert_medical_relation_extraction

BERT-based Relation Extraction in Medical Domain

bertformaskedlm-performance

BERT MLM 성능 체크

bertopic

bio-ner-

Biomedical Named Entity Recognition and Normalization of Diseases, Chemicals and Genenetic entity classes through the use of state-of-the-art models.

biodex

BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance.

coder

CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]

coling2022

cologne_phonetics

cologne-phonetics implementation in python

company_name_matching

container

Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"

contrastive-learning-nlp-papers

Paper List for Contrastive Learning for Natural Language Processing

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

dash-sample-apps

Open-source demos hosted on Dash Gallery

data-annotator-for-spacy

🚀SpAnnor annotator for Named Entity Recognition easy to use tool. The annotator allows users to quickly assign custom labels to one or more entities in the text. Easy to setup for Data Training for SpaCy 🔥.

data_grand_competition_review-

deep-learning-paper-implementation

dml_bert_tf-dml-

docproduct

Medical Q&A with Deep Language Models