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SciML

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About

SciML is an open-source ecosystem focused on scientific machine learning built on the Julia programming language. The organization provides a comprehensive toolkit that includes well-maintained libraries for equation solving, symbolic modeling, differentiation, and sensitivity analysis, among others. It enables users to effectively model complex scientific systems, perform advanced analysis, and leverage machine learning techniques. Moreover, SciML supports the integration of other programming languages and provides high-performance solutions suitable for various scientific computing needs.

Platform

Keywords

open source simulation modeling julia scientific machine learning

Task

scientific computing

Features

• open-source software

• numerical utilities and developer tools

• support for uncertainty quantification

• machine learning functionalities

• advanced solvers for differential equations

• integration with python and r

• comprehensive modeling libraries

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