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xorbitsai / xorbits

Scalable Python DS & ML, in an API compatible & lightning fast way.
https://xorbits.readthedocs.io
Apache License 2.0
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Does xorbits support sklearn and which algorithms are supported? #760

Open YishuiLi opened 10 months ago

YishuiLi commented 10 months ago

Does xorbits support sklearn and which algorithms are supported?

luweizheng commented 10 months ago

@YishuiLi Xorbits does support some sklearn algorithms in here: https://github.com/xorbitsai/xorbits/tree/main/python/xorbits/_mars/learn

YishuiLi commented 10 months ago

@YishuiLi Xorbits does support some sklearn algorithms in here: https://github.com/xorbitsai/xorbits/tree/main/python/xorbits/_mars/learn

Thanks. Will xorbits support more algorithms?

luweizheng commented 10 months ago

Which algorithm do you want to use? We are also planning to redesign the implementation of some iterative algorithms like kNN.

YishuiLi commented 10 months ago

Which algorithm do you want to use? We are also planning to redesign the implementation of some iterative algorithms like kNN.

Some common algorithms. Decision Tree, KNN, GradientBoosting, SGD, SVM, Logistic Regression. Will xorbits consider supporting these in the future?

luweizheng commented 10 months ago

We have already supported xgboost and lightgbm. https://doc.xorbits.io/en/latest/libraries/index.html

We are also working to improve the performance of iterative algorithms like kNN and Logistic Regression.

YishuiLi commented 10 months ago

We have already supported xgboost and lightgbm. https://doc.xorbits.io/en/latest/libraries/index.html

We are also working to improve the performance of iterative algorithms like kNN and Logistic Regression.

OK. Thank you!