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xhan97/README.md

Hi, I'm Xin Han

xhan97

I am a researcher and a freelance software engineer from China. My research works focus on the fields of data mining and machine learning. Particular topics include clustering analysis, anomaly detection, stream clustering and their applications for tourism research.

I am also an open-source enthusiast and maintainer. I learned a lot from the open-source community and I love how collaboration and knowledge sharing happened through open-source.

GIF

  • πŸ’Ό Any freelance work? do reach, Email :)
  • πŸ’¬ Ask me about anything, i am happy to help;

πŸ“š Languages and tools

bash git linux python java scala matlab scikit_learn seaborn tensorflow pytorch spark hive kafka redis kibana docker kubernetes circleci jenkins travisci

πŸ“ˆ Open Source Work Stats

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πŸ€– My programming stats

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  1. inne inne Public

    A scikit-learn-compatible module for Isolation-based anomaly detection using nearest-neighbor ensembles

    Python 10 6

  2. StreaKHC StreaKHC Public

    A novel incremental hierarchical clustering algorithm (KDD 22)

    Python 4

  3. IsoKernel IsoKernel Public

    A scikit-learn-compatible module for Isolation Kernel with aNNE implemention.

    Python 7 2

  4. IKAHC IKAHC Public

    The Impact of Isolation Kernel on Agglomerative Hierarchical Clustering Algorithms (PRJ 2023)

    MATLAB 1

  5. yzhao062/pyod yzhao062/pyod Public

    A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

    Python 8.7k 1.4k

  6. zhuye88/TAD zhuye88/TAD Public

    Tutorial for Anomaly Detection

    Jupyter Notebook 18 3