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PennyLane

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About

PennyLane is an open-source software framework developed by Xanadu that focuses on quantum machine learning, quantum chemistry, and quantum computing. The framework allows users to program quantum computers and integrates seamlessly with existing scientific ecosystems. PennyLane promotes quantum differentiable programming, enabling the training of not only parameters but also the entire structure of quantum models. It boasts a rich library of demonstrations, extensive documentation, and easy integration into educational courses, making it accessible for both beginners and experts. Users can also benefit from high-performance simulation capabilities using the Lightning simulator backed by NVIDIA cuQuantum, and engage with the community via discussions on GitHub.

Platform
Web
Keywords
machine learningopen-sourcequantum computingquantum chemistrypennylane
Task
quantum computing
Features

• open-source framework

• extensive documentation

• quantum differentiable programming

• integration with machine learning

• high-performance lightning simulator

• rich library of demonstrations

Social Media
discord

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