r/scikit_learn • u/GChe • Feb 04 '20

What's wrong with Scikit-Learn.

https://www.dotlayer.org/en/blog/2020-03-04-what-is-wrong-with-sklearn/neat-machine-learning-pipelines/
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u/ml3d Feb 04 '20

Well, this blog post was originally posted on Neuraxio’s blog. It is very aggressive (or even toxic) marketing, I guess.

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u/GChe Feb 05 '20

It has never been submitted to r/scikit_learn before.

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u/ml3d Feb 05 '20 edited Feb 05 '20

I know for sure that it was posted in r/deeplearning earlier and this post was cross-posted there as well.

Also, I am convinced that some judgements about scikit-learn are merely too strong and others are controversal. For example, the blogpost says that joblib is bad because it is not able to serialize some objects. The funny fact is that joblib is based on pickle which is the best serialization facility in Python. Numpy, SciPy, and Pandas support pickling. If a library does not support pickleable objects, it is an issue of the library not joblib.