NumFOCUS

The mission of NumFOCUS is to promote open practices in research, data, and scientific computing.

SymPy is a library for symbolic mathematics, which means performing mathematical calculations exactly.

SymPy

scikit-learn

SciML is an open source software organization created to unify the packages for scientific machine learning.

SciML

CuPy is a NumPy/SciPy-compatible array library for GPU-accelerated computing with Python.

CuPy

NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.

NetworkX

Stan is a state-of-the-art platform for statistical modeling and high-performance statistical computation.

Stan

SunPy is a Python-based software library that provides tools for performing research using direct observations of the Sun and Heliosphere.

SunPy

Matplotlib is a flexible and customizable tool for producing static and interactive data visualizations.

Matplotlib

Bokeh is an interactive visualization library that targets modern web browsers for presentation.

Bokeh

PyBaMM (Python Battery Mathematical Modelling) is an open-source battery simulation package written in Python. Our mission is to accelerate battery modelling research by providing open-source tools for multi-institutional, interdisciplinary collaboration.

PyBaMM

FEniCS is an automated finite element library used to solve equations used in modeling, featuring a domain-specific language and automated code generation.

FEniCS Project

Julia is a fast and user-friendly programming language for high-performance scientific computing.

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