August 2020

KGML Workshop resources

created: Yizhou Zhuang, 08/20/2020

last updated: Yizhou Zhuang, 08/20/2020

Knowledge-Guided Machine Learning (KGML) workshop hosted by University of Minnesota

08/18-08/20

KGML website: https://sites.google.com/umn.edu/kgml/home

workshop slides: https://sites.google.com/umn.edu/kgml/workshop#h.o0i1jicvz7k9

workshop videos: ...

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Decision tree and random forest in Matlab

created: Yizhou Zhuang, 08/15/2020

last edited: Yizhou Zhuang, 08/15/2020

decision tree for regression: https://www.mathworks.com/help/stats/fitrtree.html#butl1ll_head

decision tree for classification: https://www.mathworks.com/help/stats/fitctree.html#butluiw_head

Improving trees and how trees split: ...

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Big Data Learning resources

created: Yizhou Zhuang, 08/15/2020

last edited: Yizhou Zhuang, 08/15/2020

"Intro to Big Data" by XSEDE (Youtube video): https://www.youtube.com/watch?v=NpapUmGHXyw&list=PLdkRteUOw2X-YKqommnuGWqNfEEUG6P2E

Bridge virtual tour in PSC: http://psc.edu/bvt/

Apache Spark: https://spark.apache.org/

Kaggle dataset: ...

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WebVR/XR resources

created: Yizhou Zhuang, 08/15/2020

last edited: Yizhou Zhuang, 08/15/2020

XR Tools & Resources for Getting Started: https://sandbox.idre.ucla.edu/sandbox/xr-tools-resources-for-getting-started

x-reality maps in UCLA: https://x-reality.humspace.ucla.edu/map/

UCLA sandbox tutorials: ...

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Matlab with Python

created: Yizhou Zhuang, 08/15/2020

last edited: Yizhou Zhuang, 08/15/2020

There are three ways for interaction between Matlab and Python:

1. Call Python from Matlab

2. Call Matlab from Python

3. Package Matlab programs for scalable deployment with Python

Below are some related resources:

"Using Matlab with Python" from Mathworks: https://github.com/mathworks/matlab-with-python

"...

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