climbsrocks

climbsrocks/ensembler

Automatically ensembles the predictions from different machine learning classifiers

JavaScript
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simple line-by-line stream reader
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A mature CSV toolset with simple api, full of options and tested against large datasets.
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CSV parser and writer
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fs-extra contains methods that aren't included in the vanilla Node.js fs package. Such as recursive mkdir, copy, and remove.
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Math.js is an extensive math library for JavaScript and Node.js. It features a flexible expression parser with support for symbolic computation, comes with a large set of built-in functions and constants, and offers an integrated solution to work with different data types like numbers, big numbers, complex numbers, fractions, units, and matrices.
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Run Python scripts from Node.js with simple (but efficient) inter-process communication through stdio
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Fast and reliable CSV parser based on PapaParse
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Automated machine learning structure. Ensembles random forests, XGBoost, neural networks, AdaBoost, KNN, SVM together, handling data formatting ensembling, and running predictions for you. Feel free to tweak the settings if you want a lot of control, or just start it up and let it run if you're looking for a push-button MVP solution.

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