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9 search results found

Pennylane ⭐ 2,117

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

Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.

Tensorcircuit ⭐ 230

Tensor network based quantum software framework for the NISQ era

Quantum Neural Networks ⭐ 156

This repository contains the source code used to produce the results presented in the paper "Continuous-variable quantum neural networks". Due to subsequent interface upgrades, these scripts will work only with Strawberry Fields version <= 0.10.0.

Quantum Learning ⭐ 77

This repository contains the source code used to produce the results presented in the paper "Machine learning method for state preparation and gate synthesis on photonic quantum computers".

Qhbm Library ⭐ 26

Quantum Hamiltonian-Based Models built on TensorFlow Quantum

Quantum_relu ⭐ 7

QReLU and m-QReLU: Two novel quantum activation functions for Deep Learning in TensorFlow and Keras

Learning2learn ⭐ 6

This repository implements the architecture proposed by Verdon et al. in the paper Learning to learn with quantum neural networks via classical neural networks, using PennyLane and TensorFlow.

Quantum Machine Learning On Near Term Quantum Devices ⭐ 5

List of some personal QML Projects

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