LightGBM vs. XGBoost: Which distributed version is faster?
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Re: LightGBM vs. XGBoost: Which distributed version is faster?
#2Is it always about things being faster? I would take less speed for better integrations and less development time.
Re: LightGBM vs. XGBoost: Which distributed version is faster?
#3Is it always about things being faster? I would take less speed for better integrations and less development time.
Of course not! :)
The Ray ecosystem is actually chalk full of integrations, from XGBoost Ray (https://docs.ray.io/en/master/xgboost-ray.html), to PyTorch on Ray (https://docs.ray.io/en/master/using-ray-with-pytorch.html), and of course hyperparameter search with Ray Tune for a variety of libraries, including Sklearn (https://github.com/ray-project/tune-sklearn).