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22 search results found
Awesome Quantum Machine Learning
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2,206
Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web
Pennylane
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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.
Quantum
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1,671
Hybrid Quantum-Classical Machine Learning in TensorFlow
Strawberryfields
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731
Strawberry Fields is a full-stack Python library for designing, simulating, and optimizing continuous variable (CV) quantum optical circuits.
Tensorcircuit
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230
Tensor network based quantum software framework for the NISQ era
Quantum Neural Networks
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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.
Qubiter
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120
Python tools for reading, writing, compiling, simulating quantum computer circuits. Includes numpy and tensorflow backends. “Quantum Space, the final frontier. These are the voyages of the starship Qubiter. Its five-year mission: to explore strange new worlds, to seek out new life and new civilizations, to boldly go where no man has gone before.”
Qmlt
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102
The Quantum Machine Learning Toolbox (QMLT) is a Strawberry Fields application that simplifies the optimization of variational quantum circuits (also known as parametrized quantum circuits).
Quantum Learning
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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".
Quantum_edward
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38
Python tools for supervised learning by Quantum Neural Networks
Flowket
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33
A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.
Quantumflow Qaoa
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14
Optimize QAOA circuits for graph maxcut using tensorflow
Zyglrox
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12
Tensorflow 1.x Quantum Simulator
Nnqcompiler
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10
Neural networks for quantum circuits
Quantum_tp_identification_dnn
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7
The code and supplemented documents for the paper "Quantum topology identification with deep neural networks and quantum walks" that will be published on NPJ computational materials
Quantum_relu
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7
QReLU and m-QReLU: Two novel quantum activation functions for Deep Learning in TensorFlow and Keras
Padqoc
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6
Parallel Automatic Differentiation Quantum Optimal Control (PADQOC) is an open-source, Python based quantum optimal control solver built with Tensorflow 2. Designed to be fast, extensible and useful for controlling general quantum systems. It supports GPU computing, Hamiltonian distributions and arbitrary parameterization of the control basis.
Data Science
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6
Data Science Roadmap (Python) Python → Data Science → Machine Learning → Deep Learning → NLP → Computer Vision → Quantum
Qtensorflow
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6
👾 𝗾𝘂𝗮𝗻𝘁𝘂𝗺 𝘁𝗲𝗻𝘀𝗼𝗿𝗳𝗹𝗼𝘄 𝗺𝗮𝗰𝗵𝗶𝗻𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗱𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 𝗶𝗻 𝗸𝟴𝘀
Quantum Machine Learning On Near Term Quantum Devices
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5
List of some personal QML Projects
Ai Quantum Tensorflow
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5
Open-source Artificial Intelligence & Quantum Technologies research and development. Quantum/AI algorithms built with Tensorflow Quantum technologies, aimed at fighting and understanding COVID-19.
Tensorflow Quantum Idc Classifer 2020
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5
A Quantum Neural Network built with Tensorflow Quantum and training on Breast Histopathology Images on Kaggle by Paul Mooney (Invasive Ductal Carcinoma)
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