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Rocke Dong's Projects

agriculture_knowledgegraph icon agriculture_knowledgegraph

农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策

albert_zh icon albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

albumentations icon albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

amand icon amand

A pythonic DeepSVDD pipeline to create models that flag anomalies in metagenomic samples

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! 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, ... 🧠

annoy icon annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

anoxpepred icon anoxpepred

AnOxPePred: Using deep learning for the prediction of antioxidative properties of peptides.

antimicrobial-peptides icon antimicrobial-peptides

Collecting AMP MIC data from different sources, then running a GAN to output promising sequences

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

autobioner icon autobioner

Distantly Supervised Biomedical Named Entity Recognition with Dictionary Expansion: https://ieeexplore.ieee.org/document/8983212

autoner icon autoner

Learning Named Entity Tagger from Domain-Specific Dictionary

autophrase icon autophrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

bert icon bert

TensorFlow code and pre-trained models for BERT

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-bilstm-crf-ner icon bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

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