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leepand/README.md

  • I’m currently working on deep rl neural nets and MLOps.
graph TD;
    擅长及兴趣领域[擅长及兴趣领域]-->机器学习[机器学习];
    机器学习[机器学习]-->统计学习[统计学习];
    机器学习[机器学习]-->深度学习[深度学习];
    擅长及兴趣领域[擅长及兴趣领域]-->MLOps[MLOps];
    深度学习[深度学习]-->监督学习[监督学习];
    深度学习[深度学习]-->非监督学习[非监督学习];
    深度学习[深度学习]-->强化学习;

Projects / Experience(s)

基于RL+ML的个性化推荐/决策

  • 定价
  • 游戏难度
  • 游戏体验
  • 活动动态开放
  • 主题、弹窗推荐

实时RL/MLOps

  • 模型推送
  • 模型部署
  • 模型版本化（CI/CD）
  • 模型服务化
  • 模型管理（注册、发布、版本切换）

Popular repositories

  1. MLOps-practice MLOps-practice Public

    MLops—实践机器学习从开发到生产

    Jupyter Notebook 8 3

  2. yolo-img-classifier yolo-img-classifier Public

    A Flask Web Interface for yolo Image Classifier

    Python 7

  3. XGBoost_LR_FFM_hyperopt XGBoost_LR_FFM_hyperopt Public

    C++ 6 2

  4. Face_Recognition_service Face_Recognition_service Public

    Face recognition online service, allow user realtime training it and do Age/Gender detection in Tensorflow.

    JavaScript 3

  5. Machine_Learning_offline_tools Machine_Learning_offline_tools Public

    C++ 1

  6. Feature-Auto-Extraction Feature-Auto-Extraction Public

    C++ 1