PennyLane

It’s that time of year 🍂 The 2024 QOSS Survey by Unitary Fund has officially launched 📝 Now’s your time to have your say. Let's improve quantum open source together! Take their Quantum Open Source Software Survey by October 31st👇 https://lnkd.in/gsHYDAtD

New horizons 🌅 Train a dressed quantum circuit to classify MNIST with JAX, Flax and Hugging Face. Learn how this technique shares roots with medical research from the University of Maryland School of Medicine & St. Jude Children's Research Hospital in this community demo👇 https://lnkd.in/gAJ8Q_Jt This code supports Skylar C., Pranav Kulkarni, Vishwa P. & Paul Yi’s research paper "Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray Classification”. View it here: https://lnkd.in/gzzwkf-i // PennyLane Discussion Forum profile: https://lnkd.in/gVjTfkqz Have code you think the quantum community would benefit from? Why not share it? Learn more here: https://lnkd.in/gn3nSGae

Prepare matrix product states (MPS) in constant depth 🛠️ In this demo, David Wierichs demonstrates the power of mid-circuit measurements and dynamic quantum circuits for efficient state preparation beyond unitary circuits. Explore more 👇 https://lnkd.in/gE_rPT2v // Don’t miss David’s PennyLane profile: https://lnkd.in/gy_e7MEU

Maximize your quantum neural network potential 💪 Elaina Zhu and Po-Wei George Huang from the Centre for Quantum Technologies demonstrate how the post-variational approach blends classical and quantum techniques for enhanced trainability👇 https://lnkd.in/gVNziW-e // Special thanks to Elaina Zhu and Po-Wei George Huang’s group for their work on this demo! https://lnkd.in/gd2Kup_5 https://lnkd.in/gVn_82wf

As a proud Canadian company, we’re excited to offer the following PennyLane Codebook Modules now in French ⚜️🇨🇦 ▶️ Introduction to Quantum Computing ▶️ Single-Qubit Gates ▶️ Circuits with Many Qubits 🆕Basic Quantum Algorithms 🆕Grover’s Algorithm Toggle to French from the topic view👇 // Huge thanks to our translators who made this possible! Introduction Modules: Christophe Pere, PhD Olivier Landon-Cardinal Patrick Downing Basic Quantum Algorithms and Grover’s Algorithm: Calcul Québec Juliette Geoffrion Kim Renaud

Just over two weeks left until the 2024 Quantum Open Source Software Survey closes! 🗓️ Don't forget to fill it out and contribute to the quantum computing ecosystem👇 https://lnkd.in/gywm4T9B

PennyLane is now taught at over 100 Universities worldwide! Used in courses across over 30 countries, PennyLane is helping train the next generation of quantum computational scientists. Interested in using PennyLane for your course? Learn more👇 https://lnkd.in/guY7BPiS

How does your quantum compilation method stack up against other techniques? 🧱 Find out by testing it on op-T-mize, a standard set of benchmark circuits. Check it out: https://lnkd.in/gPXTbDGt \\ This dataset contains standard quantum circuits like arithmetic operations and multi-controlled Toffoli gate decompositions 🧮 This combination of circuits appears frequently in literature as a test-bed for techniques that optimize the T-gate count. \\ Don’t miss this and other datasets through our page: https://lnkd.in/gxtx38UQ Get in touch with us to upload your data and make it easy for others to replicate and expand on your results. Stay tuned for new datasets in the upcoming months! 👀

Fit complex multivariate functions with variational quantum circuits 🧩 This demo from Serene Shum and Gorka Martinez de Lejarza Samper (two Xanadu 2024 Residents), walks you through using the Fourier series to build a quantum circuit that can be optimized for multidimensional regression. Directly on PennyLane👇 https://lnkd.in/gVydetaz // Make sure to check out their PennyLane profiles: 👉 https://lnkd.in/gtKgq4yr 👉 https://lnkd.in/gbXP-K6g

Congratulations to the newest Nobel laureates in physics, John J. Hopfield and Geoffrey E. Hinton! 🏅⚛️