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yzhao062/README.md

Hi there, I'm Yue ZHAO (赵越 in Chinese)! 👋

I am pursuing a Ph.D. in Machine Learning and Public Policy (expected) at Carnegie Mellon University. Additionally, I am a seasoned ML software/system architect with 7 Python machine learning libraries, ~8,000 GitHub stars, and >200,0000 total downloads.

Good news: I am looking for 2021 Summer ML/DM Internship in Canada, United States, or China. Not necessarily pure research; system or AutoML related stuff would be great fit as well. Just reach out and we could work something out :)

And of course, I am still a ML/DM researcher at the end of the day.

🔭 Reseach-wise, I mainly focus on:

  • data mining topics related to scalability, reliability, and automation and
  • information systems questions related to interaction, trade-off, and cooperation between human and “AI”

😄 I am open to:

  • collaboration opportunities (anytime & anywhere & any type) and
  • research internships (open for Summer 2021). I could legally work in Canada, United States, and China

📫 Contact me by:

💬 News & Travel:

  • Aug 2020: Our paper COPOD: Copula-Based Outlier Detection (original version) has been accepted by ICDM 2020! It is a fast, parameter-free, and highly interpretable unsupervised outlier detection algorithm. The revised version and the integration to PyOD will be out soon. Nice work with Zheng Li :)
  • Aug 2020: PyHealth (a python library for Healthcare AI) is released!

Yue's github stats Top Langs

Pinned

  1. A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

    Python 3.5k 720

  2. Anomaly detection related books, papers, videos, and toolboxes

    Python 3.2k 851

  3. A Python Library for Healthcare AI

    Python 176 21

  4. An Acceleration System for Large-scale Outlier Detection (Anomaly Detection)

    Python 178 20

  5. A Python Toolbox for Machine Learning Model Combination

    Python 436 74

  6. Ensemble learning related books, papers, videos, and toolboxes

    Python 162 34

1,040 contributions in the last year

Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Mon Wed Fri

Contribution activity

August 2020

Created a pull request in yzhao062/pyod that received 1 comment

Revert 224 copod

All Submissions Basics: Have you followed the guidelines in our Contributing document? Have you checked to ensure there aren't other open Pull R…

+0 −0 1 comment
28 contributions in private repositories Aug 1 – Aug 27

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