quantum-machine-learningquantumalgorithmsunitaryhack UpdatedMay 2, 2024 TeX Tensor-Based Quantum Machine Learning quantumquantum-computingtensorlyquantum-machine-learningtensor-networksquantum-circuit-simulatortensorly-quantum UpdatedJun 7, 2023 Python This repository contains the source code used to produce the...
这是一份简洁、实用的关于量子机器学习(Quantum Machine Learnig,QML)的介绍,面向读者包括但不限于物理、数学和计算机背景。本手册主要采用 Jupyter Notebook 的交互形式 (调用 Numpy, Matplotlib 等 Python 包以及飞桨 Paddlepaddle 深度学习框架来实现基于线性代数的量子运算和机器学习优化问题)。我们不仅提供了关于量子...
(https://www.dwavesys.com/tutorials/background-reading-series/quantum-computing-primer) Why Quantum Machine Learning? Machine Learning(ML) is just a term in recent days but the work effort start from 18th century. What is Machine Learning ? , In Simple word the answer is making the computer...
What is Machine Learning ? , In Simple word the answer is making the computer or application to learn themselves . So its totally related with computing fields like computer science and IT ? ,The answer is not true . ML is a common platform which is mingled in all the aspects of the li...
Achieving small prediction errorR(α) is the ultimate goal of (quantum) machine learning. AsPis generally not known, the training errorR^S(α)is often taken as a proxy forR(α). This strategy can be justified via bounds on thegeneralization error...
Machine learning algorithms based on parametrized quantum circuits are prime candidates for near-term applications on noisy quantum computers. In this direction, various types of quantum machine learning models have been introduced and studied extensivel
開始使用 Q# 和 VS Code 將您的程式代碼遷移至新式 QDK 管理Azure Quantum 混合式量子運算 (QC) 資源估計 量子程序設計 Q# 使用者指南 將量子電路圖可視化 使用Q 的教學課程# 使用Python 執行量子線路 使用Qiskit 提交線路 使用Cirq 提交線路 以提供者特定格式提交線路 ...
a demonstration circuit of an 8-qubit quantum simulator on superconductors (MIPT,MISiS) has been developed. According to the results of 2022, as part of the work on the roadmap, for the first time in Russia, a machine learning algorithm was implemented on it. ...
For example, one application enabled by QIR is to use the Clang compiler, a C language front end for LLVM, to compile QIR into executable machine code for a classical target. This provides an easy path to building a simulator in C or C++ by implementing the quantum instructions, which ...
Quantum computers are not supposed to check your emails, update your status, or do normal software/hardware tasks. Instead, they are designed to perform complicated tasks such as financial modeling, climate modeling, material discovery, supply chain optimization, machine learning Acceleration, and much...