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That may be true in many cases, but this article really resonated with me. I spent more years than I want to admit working on a large machine learning and analy
by sidlls 7y ago
That may be true in many cases, but this article really resonated with me. I spent more years than I want to admit working on a large machine learning and analytics platform that was originally built with Python. It was, frankly, a nightmare. The dependency problems, the performance issues, the problems with typing and use of data structures were all huge headaches to manage. I have a blog in the engineering organization I work in where I'm basically publishing a series of articles that reflect a similar path the Salesforce article describes, for basically the same reasons. (My group is using Java, not Go, though.)
- blub 7y agoYou're doing ML in Java? :) What are the equivalents of some of the popular Python libs for that?
- roseway4 7y agoDL4J and the ND4J library are a good start and at a high-level offer equivalent functionality to tensorflow, pytorch, and pandas: https://github.com/eclipse/deeplearning4j https://github.com/eclipse/deeplearning4j