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songweiwei's Projects

fastapi-celery icon fastapi-celery

Minimal example utilizing fastapi and celery with RabbitMQ for task queue, Redis for celery backend and flower for monitoring the celery tasks.

fastapi-tutorial icon fastapi-tutorial

整体的介绍 FastAPI,快速上手开发,结合 API 交互文档逐个讲解核心模块的使用。视频学习地址:

jd_seckill icon jd_seckill

京东茅台抢购,不支持其他商品!愿大家与黄牛站在同一个起跑线,公平的参与这场抢茅大赛。

kbqa-for-diagnosis icon kbqa-for-diagnosis

Knowledge Graph,Question Answering System,基于知识图谱和向量检索的医疗诊断问答系统

mgck icon mgck

温馨提示:仅限用于合法的、积极向上的敏感词过滤使用,严禁用于从事违反法律法规、危害国家、危害人民、不道德的活动!!!

mnist-classification icon mnist-classification

Pytorch、Scikit-learn实现多种分类方法,包括逻辑回归(Logistic Regression)、多层感知机(MLP)、支持向量机(SVM)、K近邻(KNN)、CNN、RNN,极简代码适合新手小白入门,附英文实验报告(ACM模板)

movie-analysis icon movie-analysis

使用机器学习算法的电影推荐系统以及票房预测系统

nlp icon nlp

自然语言处理应用

people_relation_extract icon people_relation_extract

结合BERT+GRU+ATT模型,对自己收集的人物关系数据进行模型训练,用于人物关系抽取。

recommondation-system icon recommondation-system

一些传统推荐算法的实现,包括基于内容的推荐,协同过滤,矩阵分解

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