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Project

🤔 目录下有report， 有的上传了演示视频 🤔

  • TripAdvisor自然语言分析平台
    情感分析挖掘算法（LDA，GloVe+BiLSTM）、虚假评论识别算法、聊天机器人（DialogFlow）、知识图谱（Neo4j）等技术为个人用户提供智能问答和推荐服务，为餐厅用户提供智能商业分析报告

  • PropertyGuru房产智能助手
    部署智能软件代理，帮助客户购买房产；集成室内图像风格分类算法、房产文档分类算法、价格预测算法、网页爬虫、聊天机器人、日程规划助理和监控房源功能

  • 肢体动作识别
    尝试创新性的特征工程方法处理传感器数据，使用深度学习算法对27种身体动作进行分类 RF / XGBoostCNN / Voting / Simple LSTM /　Bi-Directional LSTM /　Conv LSTM　/ UNet LSTM

  • 食物图像识别
    CNN / VGG / ResNet/ InceptionResnet / transfer mobileNetV2/ Tensorboard

  • 癫痫发病检测
    基于EEG脑电图数据运用多种机器学习算法预测癫痫发作，调参优化比较结果

  • 运动食谱推荐
    强化学习求最优解 GA/ EP / ES / PSO

  • 智能职业规划平台
    分析领英和招聘网站数据；部署机器人客服推荐职位、课程和职业规划路径 Apriori / N-gram / TF-IDF / K-means / fuzzy logic / rule base / GA / Astar

Wang Zilong's Projects

chatrwkv icon chatrwkv

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

isa-ipa-2019-11-1-propertyhunterintelligentagent-ca1 icon isa-ipa-2019-11-1-propertyhunterintelligentagent-ca1

Built end-to-end intelligent software agent to help customers buy properties; integrated functions including chatbot, web scraping, image and text classification, price prediction, scheduling, emailing, and Excel robotic process automation

nlp icon nlp

兜哥出品 <一本开源的NLP入门书籍>

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