pennylane.ai

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• name: description content: Built by researchers for research, PennyLane is the definitive open-source Python framework for quantum machine learning, quantum chemistry, and quantum computing. head: true
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• name: twitter:title content: Quantum Programming Software — PennyLane head: true
• name: twitter:description content: Built by researchers for research, PennyLane is the definitive open-source Python framework for quantum machine learning, quantum chemistry, and quantum computing. head: true
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• property: og:title content: Quantum Programming Software — PennyLane head: true
• property: og:description content: Built by researchers for research, PennyLane is the definitive open-source Python framework for quantum machine learning, quantum chemistry, and quantum computing. head: true
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• http://pennylane.ai/
• Install PennyLane
• Assemble meaningful algorithms with PennyLane v0.45 and Catalyst v0.15
• Demos
• ¶
• http://pennylane.ai/blog/2025/12/expanding-the-frontier-accelerating-quantum-workflows-with-pennylane-and-amd
• http://pennylane.ai/devices/lightning-amdgpu
• ¶
• http://pennylane.ai/blog/2026/05/pennylane-release-0.45/
• https://docs.pennylane.ai/en/stable/introduction/pennylane.html
• Performance
• Learn
• Teach
• http://pennylane.ai/demos/tutorial_univariate_qvr
• http://pennylane.ai/blog/2021/11/error-mitigation-with-mitiq-and-pennylane/
• http://pennylane.ai/blog/2022/07/lightning-fast-simulations-with-pennylane-and-the-nvidia-cuquantum-sdk/
• http://pennylane.ai/get-involved
• http://pennylane.ai/topics/quantum-gradients
• Codebook
• https://docs.pennylane.ai/en/stable/
• Videos
• Research
• Hardware & Simulators
• Compilation Hub
• Quantum Datasets
• Coding Challenges
• Glossary
• Features
• Documentation
• Catalyst Compilation Docs
• Development Guide
• API
• https://discuss.pennylane.ai
• http://pennylane.ai/privacy
• http://pennylane.ai/terms
• http://pennylane.ai/cookies
• http://pennylane.ai/conduct

• https://iopscience.iop.org/article/10.1088/1367-2630/ac2cb3
• https://github.com/aws/amazon-braket-examples/tree/main/examples/pennylane
• https://youtube.com/watch?v=Nis9H__SGHc
• https://youtube.com/watch?v=1NAm8WVhFhc
• https://youtube.com/watch?v=fVlTB2Z9_kc
• https://youtube.com/watch?v=3oQDF2E7uUw
• https://youtube.com/watch?v=a4ZDP4MLatw
• https://youtube.com/watch?v=3Hc9pq5bsWM
• Xanadu
• https://github.com/PennyLaneAI/pennylane
• https://www.linkedin.com/company/pennylaneai/
• https://www.youtube.com/@pennylaneai/
• https://twitter.com/PennyLaneAI
• https://discord.com/invite/gnySM3nrN3
• https://join.slack.com/t/xanadu-quantum/shared_invite/zt-1i8v8v49d-S76QxXm3OKCm9g0bvWvDpg
• Stay updated with our newsletter

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