Machine learning tools and frameworks that are mostly built on sklearn and other open source machine learning frameworks.
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User friendliness. Whitebox is an API designed for human beings. Whitebox follows best practices for reducing cognitive load and eliminates the need for boiler-plate code: it offers consistent & simple APIs, it minimizes the number of user actions required for common use cases, and it provides clear and actionable feedback upon user error.
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Modularity. Whitebox aims to provide cogs that implement a consistent API which can be arbitrarily pieces together in order to provide ultimate flexibility.
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Work with Python. No separate models configuration files in a declarative format. Models are described in Python code, which is compact, easier to debug, and allows for ease of extensibility.
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Built on the shoulders of giants. Whitebox does not reinvent the wheel but rather uses the wide selection of tools available for data scientists and machine learning experts.
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