Shypd.aiThe largest open index of AI toolseps is an Open Source & Models tool that provides machine learning capabilities for Ruby applications. It allows developers to build and serve predictive models quickly, supporting models from Ruby, Python, and R.
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About
eps is a machine learning library designed for Ruby, enabling developers to build predictive models efficiently. It supports both regression and classification tasks, automatically splitting data into training and validation sets for performance evaluation. A key feature is its ability to serve models created in other languages like Python and R, using standards like PMML. This allows for flexible integration of diverse machine learning workflows into Ruby applications. The library also offers robust feature engineering options for numeric, categorical, and text data, along with various algorithms including LightGBM, Linear Regression, and Naive Bayes. It provides tools for model monitoring and database storage, making it suitable for continuous integration and deployment of machine learning models.
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Open Source
Free
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