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krishnakumarsekar / awesome-quantum-machine-learning

Star 2.1k

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

machine-learning awesome ai qml tensorflow quantum machine-learning-algorithms artificial-intelligence quantum-computing artificial-neural-networks awesome-list fcm kmeans ant-colony-optimization quantum-programming-language hmm-model qubits knn-classification quantum-ai
  • Updated Feb 28, 2022
  • HTML
pennylane

PennyLaneAI / pennylane

Star 1.6k

PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

python machine-learning deep-learning neural-network qml tensorflow optimization quantum differentiable-computing automatic-differentiation pytorch autograd quantum-computing quantum-chemistry hacktoberfest quantum-machine-learning qiskit jax cirq strawberryfields
  • Updated Nov 5, 2022
  • Python

mit-han-lab / torchquantum

Star 384

A PyTorch-based framework for Quantum Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.

machine-learning system deep-learning neural-network quantum pytorch quantum-computing quantum-machine-learning quantum-simulation ml-for-systems pytorch-quantum quantum-neural-network parameterized-quantum-circuit
  • Updated Nov 2, 2022
  • Jupyter Notebook

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