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yzhao062 / combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination
https://pycombo.readthedocs.io
BSD 2-Clause "Simplified" License
642 stars 107 forks source link

Thanks for your work and the question of the schedule of update GPU acceleration #8

Open jinyilun718 opened 4 years ago

jinyilun718 commented 4 years ago

hi,i m a Postgraduate freshmen in Zhejiang University of Finance & Economics in China，and appreciate for your work in machine learning domain. When I use the skelearn library, it takes a lot of time to train large amounts of data on CPUs, and maybe use GPUs computing can improve this situation. So, im very excitied to konw that it will be support GPU computing in combo libarary. I m looking forward to it, and do you have a development schedule so I can follow your progress in real time. Thanks very much.

yzhao062 commented 4 years ago

Hi Yilun,

I realize the difficulty of using GPU to accelerate could be high...and the gain can be limited. It makes more sense to me to use parallization along with joblib than using GPU. I will do something similar to the parallel distributed computing in https://github.com/yzhao062/SUOD...