The best ML library for Phyton

What are the best aspects of this product?

I think its the simplicity that makes scikit-learn awesome and different from other machine learning frameworks. It offers incredible one line function calls to complicated functions. The documentation is nice and human readable that even a begginner would be able to easily understand it. The best thing is, scikit-learn offers libraries for data reprocessing which means you can do a lot of things with it.

What aspects are problematic or could work better?

Data should be in a particular format in order to train models. Also, the process is pretty time consuming. And there are times when an error message does not give much insight into what has gone wrong ,which can be really stressful.

What specific problems in your company were solved by this product?

I don't go into mathematical details involved in building solutions anymore. With scikit-learn, it's easy to understand how a model functions. Generally, this solution has allowed me to focus on developing solutions and become more productive.

Are you a current user of this product?

No