Claim bounties from PennyLane in unitaryHACK 2026!
May 27, 2026unitaryHACK 2026 is coming up soon, so register now for the chance to win a cash bounty!
Blog
Keep up with the newest PennyLane features and events, while learning the latest and greatest in quantum programming from quantum coding experts.
Halving the cost of QROM: Bringing meaningful algorithms closer to reality, now in PennyLane.
May 21, 2026A new breakthrough from the Xanadu research team effectively halves the best known Toffoli cost of QROM. Leverage this result today in PennyLane to reduce the resource footprint of your quantum algorithms.
Assemble meaningful algorithms with PennyLane v0.45 and Catalyst v0.15
May 13, 2026PennyLane v0.45 and Catalyst v0.15 are out, so you can plan out your workflow with ease via application-focused state preparations and operations, put your compilation pipeline together using various transforms and pre-defined gate sets, admire your finished creation through comprehensive workflow inspection tools, and more!
Why quantum computers could be great for machine learning after all
March 27, 2026Category:Quantum Machine Learning|Authors:
Vasilis Belis
Joseph Bowles
Rishabh Gupta
Evan Peters
Maria Schuld
Why Xanadu’s hype-averse QML team is betting on the quantum Fourier transform to advance machine learning and better machine learning models.
import pennylane as qp: growing beyond just QML
March 19, 2026Over the next few weeks, you may notice a change across the PennyLane ecosystem. We are now importing pennylane as qp, to emphasize that PennyLane provides functionality for general quantum programming beyond just quantum machine learning (QML). Read on to learn why we are making this change.
of0