duzida's repositories
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
bicombR
Bliographic Items Co-occurrenceMatrix Builder using R
BioSentVec
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
BLUE_Benchmark
BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.
chip2020_relation_extraction
CHIP 2020 中文医学文本实体关系抽取
contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
Drugx
药物研发网站汇总，批准、临床、审评报告、专利、处方、文献
Image-Recognition-system
✨基于 3D 卷积神经网络(CNN)的阿尔兹海默智能诊断 Web 应用 Alzheimer's Intelligent Diagnosis Web Application based on 3D Convolutional Neural Network and the ADNI Dataset ✨ 🚩(with README in English) 📌含在线demo：医学影像识别系统，图像识别可视化界面，OCR，快速部署深度学习模型为网页应用，Web预测系统，决策支持系统(DSS)，图像识别前端网页，图像识别Demo展示-Pywebio。AI人工智能图像识别-Pytorch；nii医学影像处理；ADNI数据集。100%纯Python代码，轻量化，易复现
langchain_pdf
LangChain实现的基于PDF文档构建问答知识库
Med-ChatGLM
Repo for Chinese Medical ChatGLM 基于中文医学知识的ChatGLM指令微调
Medical-Image-Segmentation
MedSeg: Medical Image Segmentation GUI Toolbox 可视化医学图像分割工具箱
mteb
MTEB: Massive Text Embedding Benchmark
neo4r
A Modern and Flexible Neo4J Driver
NLP-Series-sentence-embeddings
NLP句子编码、句子embedding、语义相似度：BERT_avg、BERT_whitening、SBERT、SmiCSE
pmra
PMRA
sandboxMP
关注知乎专栏可以查看已经发布的开发文档：https://zhuanlan.zhihu.com/sandbox 。
Semantic-Similarity
Code related to the working paper: "Mining Meaning: Sentence Embeddings and Semantic Similarity for Political Texts"
SentEval
A python tool for evaluating the quality of sentence embeddings.
siftr
Using SIF sentence embeddings to separate out unwanted text data
text2vec
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。
wgcloud
Linux运维监控工具，支持系统硬件信息，内存，cpu，温度，磁盘空间及IO，硬盘smart，系统负载，网络流量等监控，服务接口，大屏展示，拓扑图，进程监控，端口监控，docker监控，文件防篡改，日志监控，数据可视化，web ssh，堡垒机，指令下发批量执行，Linux面板(探针)，SNMP，故障告警