训练与评测机器学习与科研 AIK-Dense-AI/claude-scientific-skills训练与评测
QI

Qiskit

维护者 K-Dense Inc. · 最近更新 2026年4月1日

Qiskit是一个world's most popular open-source quantum computing 框架 ,支持 13M+ downloads。 构建 quantum circuits,optimi。

Claude Code训练编排评测比较qiskitmachine-learningpackagemachine learning & deep learning

原始来源

K-Dense-AI/claude-scientific-skills

https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/qiskit

维护者
K-Dense Inc.
许可
Apache-2.0 license
最近更新
2026年4月1日

技能摘要

来自 SKILL.md 的关键信息

2 min

核心说明

  • 83x faster transpilation than competitors。
  • 29% fewer two-qubit gates in optimized circuits。
  • Backend-agnostic execution (local simulators 或 cloud hardware)。
  • Comprehensive algorithm libraries ,用于 optimization,chemistry,、 ML。
  • Qiskit是一个world's most popular open-source quantum computing 框架 ,支持 13M+ downloads. Build quantum circuits,optimize ,用于 hardware,execute on simulators 或 real quantum computers,、 analyze results. Supports IBM Quantum (100+ qubit systems),IonQ,Amazon Braket,、 other providers。

原始文档

SKILL.md 摘录

First Circuit

from qiskit import QuantumCircuit
from qiskit.primitives import StatevectorSampler

## Run locally

sampler = StatevectorSampler()
result = sampler.run([qc], shots=1024).result()
counts = result[0].data.meas.get_counts()
print(counts)  # {'00': ~512, '11': ~512}

1. Setup and Installation

For detailed installation, authentication, and IBM Quantum account setup:

  • See references/setup.md

Topics covered:

  • Installation with uv
  • Python environment setup
  • IBM Quantum account and API token configuration
  • Local vs. cloud execution

适用场景

  • 适合在targeting IBM Quantum hardware,working ,支持 Qiskit Runtime ,用于 production workloads,或 needing IBM optimization tools时使用。

不适用场景

  • Do not rely on this catalog entry alone ,用于 installation 或 maintenance details。

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