This repository will contain the major papers, books and blog posts on QML
- Hidary, 2022, Quantum Computing: An Applied Approach, 2nd edition
- Schuld & Petruccione, 2022, Machine Learning with Quantum Computers
- Wong, 2022. Introduction to classical and quantum computing
- Pattanyak, 2021, Quantum Machine Learning with PythonGitHub
- Ganguly, 2021, Quantum Machine Learning: An Applied Approach
- Zickert, 2021, Hands-On Quantum Machine Learning, Vol-1
- Kaur & Venegas-Gomez, 2022, Defining the quantum workforce landscape: a review of global quantum education initiatives
- Peron et al., 2022, Quantum Undergraduate Education and Scientific Training
- Asfaw et al., 2022, Building a Quantum Engineering Undergraduate Program
- Dzurak et al., 2021, Development of an Undergraduate Quantum Engineering Degree
- Ozhigov 2021, Quantum computations (course of lectures)
- Siddhu & Tayur, 2021, Five Starter Pieces: Quantum Information Science via Semi-definite Programs
- Tang et al., 2021, Teaching quantum information technologies and a practical module for online and offline undergraduate students
- IEEE Spectrum, 2022, Quantum Error Correction
- Qiskit medium, 2022, We are releasing a free hands-on quantum machine learning course online
- Schuetz & Brubaker & Katzgraber, 2022, Combinatorial Optimization with Physics-Inspired Graph Neural Networks, Amazon Braket
- Albornoz, 2021, How to QML, Pennylane
- Ceroni, 2021, The Quantum Graph Recurrent Neural Network, Pennylane
- Google AI Blog, 2021, Quantum Machine Learning and the Power of Data
- Dunjko et al., 2020, A non-review of Quantum Machine Learning: trends and explorations
- Qunasys, Accelerating variational quantum algorithms
- What is quantum CNN?
- IBM quantum research, At what cost can we simulate large quantum circuit on small quantum computers
- Quantum Google AI, 2022, Quantum Summer Symposium
- QPL 2022, Quantum Physics and Logic
- QTML 2021
- Ijaz, An introduction to Quantum Machine Learning
- Schuld, 2020, Quantum Machine Learning
- Schuld, 2020, QUantum Machine Learning and Pennylane
- Wittek, 2015, What Can We Expect from Quantum Machine Learning?
- Preskill, 2022, PH219, Quantum Computing
- Peter Wittek, 2019, QML
- Qiskit, 2022, Quantum simulation
- Qiskit, 2021, Quantum Machine Learning | 2021 Qiskit Global Summer School
- Qiskit, 2020, Quantum computing and Quantum Hardware
- Pennylane, QML
- Xanadu, Codebook
- CERN, Elias Fernandez-Combarro Alvarez, "A practical introduction to quantum computing: from qubits to quantum machine learning and beyond" 7 lectures
- Llyod, 2016, Quantum Machine Learning