์–‘์ž์ปดํ“จํŒ…์€ ์˜ค๋ž˜์ „๋ถ€ํ„ฐ ๊ทธ ๊ฐœ๋…๋งŒ์ด ์ „ํ•ด์ ธ์™”์„ ๋ฟ, ์‹ค์ œ๋กœ ์ด๋ฅผ ํ™œ์šฉํ•˜๊ฑฐ๋‚˜ ์‚ฌ์šฉํ•œ ๊ฒฝ์šฐ๋ฅผ ์ ‘ํ•˜๊ธฐ๋Š” ์–ด๋ ค์› ์Šต๋‹ˆ๋‹ค. ์ด์— IBM์—์„œ๋Š” Q Experience๋ฅผ ํ†ตํ•ด Cloud ํ™˜๊ฒฝ์ƒ์—์„œ ์‹ค์ œ์˜ ์–‘์ž ์ปดํ“จํŒ… ์‚ฌ์šฉ์ž ๊ฒฝํ—˜์„ ์ œ๊ณตํ•˜์—ฌ ์ผ๋ฐ˜ ์‚ฌ์šฉ์ž๋“ค๋„ ์–‘์ž์ปดํ“จํ„ฐ๋ฅผ ํ™œ์šฉํ•˜์—ฌ ํ”„๋กœ๊ทธ๋ž˜๋ฐ์„ ํ•ด๋ณผ ์ˆ˜ ์žˆ๋„๋ก ๊ณต๊ฐœํ•˜์˜€์Šต๋‹ˆ๋‹ค.

  • ์–‘์ž ์ปดํ“จํŒ… ๋˜๋Š” ์–‘์ž ์ปดํ“จํ„ฐ๋Š” ์–ฝํž˜์ด๋‚˜ ์ค‘์ฒฉ ๊ฐ™์€ ์–‘์ž์—ญํ•™์ ์ธ ํ˜„์ƒ์„ ์ด์šฉํ•˜์—ฌ ์ž๋ฃŒ๋ฅผ ์ฒ˜๋ฆฌํ•˜๋Š” ๊ณ„์‚ฐ ๊ธฐ๊ณ„์ด๋‹ค. ๊ณ ์ „์ ์ธ ์ปดํ“จํ„ฐ์—์„œ ์ž๋ฃŒ์˜ ์–‘์€ ๋น„ํŠธ๋กœ ์ธก์ •๋œ๋‹ค. ์–‘์ž ์ปดํ“จํ„ฐ์—์„œ ์ž๋ฃŒ์˜ ์–‘์€ ํ๋น„ํŠธ๋กœ ์ธก์ •๋œ๋‹ค. ์–‘์ž ๊ณ„์‚ฐ์˜ ๊ธฐ๋ณธ์ ์ธ ์›์น™์€ ์ž…์ž์˜ ์–‘์ž์  ํŠน์„ฑ์ด ์ž๋ฃŒ๋ฅผ ๋‚˜ํƒ€๋‚ด๊ณ  ๊ตฌ์กฐํ™”ํ•  ์ˆ˜ ์žˆ๋‹ค๋Š” ๊ฒƒ๊ณผ ์–‘์ž์  ๋ฉ”์นด๋‹ˆ์ฆ˜์ด ๊ณ ์•ˆ๋˜์–ด ์ด๋Ÿฌํ•œ ์ž๋ฃŒ๋“ค์— ๋Œ€ํ•œ ์—ฐ์‚ฐ์„ ์ˆ˜ํ–‰ํ•  ์ˆ˜ ์žˆ๋„๋ก ๋งŒ๋“ค์–ด์งˆ ์ˆ˜ ์žˆ๋‹ค๋Š” ๊ฒƒ์— ๊ธฐํ•œ๋‹ค. -Wikipedia

  • ๋ณธ ํฌ์ŠคํŒ…์—์„œ๋Š” IBM Q Experience๋ฅผ ํ™œ์šฉํ•˜์—ฌ ์–‘์ž์ปดํ“จํ„ฐ๋ฅผ ์‚ฌ์šฉํ•œ ํ”„๋กœ๊ทธ๋ž˜๋ฐ์„ ์ง„ํ–‰ํ•˜๋ฉฐ, ์ด ๊ณผ์ •์—์„œ Composer์™€ QISKit์„ ์‹œ์ž‘ํ•˜๋Š” ๋ฒ•์„ ๋‹ค๋ฃจ๊ณ ์ž ํ•ฉ๋‹ˆ๋‹ค.

    Quantum Composer


    https://quantumexperience.ng.bluemix.net/qx/experience
    IBM Q Experience ๊ณ„์ •์„ ํ™œ์„ฑํ™”ํ•˜๊ธฐ ์œ„ํ•ด ์œ„์˜ ๋งํฌ๋กœ ์ด๋™ํ•ฉ๋‹ˆ๋‹ค. ๋งํฌ๋กœ ์ด๋™ํ•˜๋ฉด ์•„๋ž˜์™€ ๊ฐ™์€ ํ™”๋ฉด์„ ๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. [sign in]์„ ํด๋ฆญํ•˜๊ณ  ๋กœ๊ทธ์ธ์„ ํ•ฉ๋‹ˆ๋‹ค.




    ๊ณ„์ •์ด ์—†๋Š” ๊ฒฝ์šฐ์—๋Š” ์ƒ์„ฑํ•ด์ฃผ์„ธ์š”. ์•„๋ž˜์™€ ๊ฐ™์ด IBM๊ณ„์ • ๋ฟ๋งŒ ์•„๋‹ˆ๋ผ Github ๊ณ„์ • ๋“ฑ ๋‹ค์–‘ํ•œ ์ข…๋ฅ˜์˜ ๋กœ๊ทธ์ธ์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.





    ๋กœ๊ทธ์ธ์„ ํ•˜๋ฉด GUI๊ธฐ๋ฐ˜์˜ Composer๋ฅผ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. Composer์—์„œ๋Š” ๋“œ๋ž˜๊ทธ์•ค๋“œ๋กญ์œผ๋กœ ์šฐ์ธก์˜ ์–‘์ž๊ฒŒ์ดํŠธ๋ฅผ ๋ฐฐ์น˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋ฐ˜๋“œ์‹œ ๋งˆ์ง€๋ง‰์— Operation์„ ๋†“์•„์•ผ ํ”„๋กœ๊ทธ๋žจ์„ ์‹คํ–‰Runํ•  ์ˆ˜ ์žˆ์œผ๋‹ˆ ์ฃผ์˜ํ•˜์„ธ์š”.





    ๊ฐ ๊ฒŒ์ดํŠธ๊ฐ€ ์–ด๋–ค ์—ญํ• ์„ ํ•˜๋Š”์ง€, ๊ทธ๋ฆฌ๊ณ  ์–ด๋–ป๊ฒŒ ์“ฐ๋Š”์ง€์— ๋Œ€ํ•ด์„œ๋Š” ๊ฒŒ์ดํŠธ ์ง‘ํ•ฉ ์œ„์˜ [i] ์•„์ด์ฝ˜์„ ํด๋ฆญํ•˜๋ฉด ์•Œ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์•„๋ž˜์˜ ํ™”๋ฉด์—์„œ ๊ฐ ๊ฒŒ์ดํŠธ์˜ ์—ญํ• ์— ๋Œ€ํ•ด ์‚ดํŽด๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋ณธ ํ”„๋กœ๊ทธ๋žจ์—์„œ๋Š” ๊ฐ„๋‹จํžˆ ์ˆซ์ž๋ฅผ ํ• ๋‹นํ–ˆ์Šต๋‹ˆ๋‹ค.





    ์ด๋ ‡๊ฒŒ ํ•ด์„œ Composer๋ฅผ ํ†ตํ•œ ํ”„๋กœ๊ทธ๋žจ์„ ์‹คํ–‰์‹œ์ผฐ์Šต๋‹ˆ๋‹ค. ์ด ์ƒํ™ฉ์—์„œ [Simulate]๋ฒ„ํŠผ์„ ๋ˆ„๋ฅด๋ฉด ์•„๋ž˜์™€ ๊ฐ™์ด [OPENQASM 2.0] ์ฐฝ์— python ํ™˜๊ฒฝ์—์„œ ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ๋Š” ์ฝ”๋“œ๋ฅผ ์ƒ์„ฑํ•ด์ค๋‹ˆ๋‹ค.


    Quantum Information Software Kit (QISKit)

    QISKit์€ OpenQASM๊ณผ IBM Q experience (QX)์—์„œ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” SDK(software development kit)์ž…๋‹ˆ๋‹ค. ์ด๋ฒˆ ํ•ญ๋ชฉ์—์„œ๋Š” Python์œผ๋กœ ๋ฐ”๋กœ ํ”„๋กœ๊ทธ๋ž˜๋ฐ์„ ํ•˜๋Š” QISkit์„ ์‚ฌ์šฉํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ๋ฐฐ์šธ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

    ์–‘์ž์ปดํ“จํŒ… ํ”„๋กœ๊ทธ๋žจ์„ ๋งŒ๋“ค๊ณ , ์ปดํŒŒ์ผํ•˜๊ณ , ์‹คํ–‰ํ•˜๊ธฐ ์œ„ํ•ด QISKit์„ ์‚ฌ์šฉํ•˜์‹ญ์‹œ์˜ค. ์‹คํ–‰์— ์žˆ์–ด QISKit์€ ์˜จ๋ผ์ธ์ƒ ์ ‘๊ทผ ๊ฐ€๋Šฅํ•œ ์‹ค์ œ ์–‘์ž ํ”„๋กœ์„ธ์„œ, ์˜จ๋ผ์ธ ์‹œ๋ฎฌ๋ ˆ์ดํ„ฐ, ๋กœ์ปฌ ์‹œ๋ฎฌ๋ ˆ์ดํ„ฐ์˜ ๋ฐฑ์—”๋“œ ํ™˜๊ฒฝ์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ์˜จ๋ผ์ธ ๋ฐฑ์—”๋“œ ํ™˜๊ฒฝ์—์„œ, QIAKit์€ IBM Q experience์™€ ์—ฐ๊ฒฐํ•˜๊ธฐ ์œ„ํ•ด Python API client๋ฅผ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค.

    Installation

    Dependencies

    ์ ์–ด๋„ ํŒŒ์ด์ฌ Python 3.5 ํ˜น์€ ๊ทธ ์ด์ƒ์˜ ๋ฒ„์ „์ด QISKit์„ ์‚ฌ์šฉํ•˜๊ธฐ ์œ„ํ•ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ , Jupyter Notebooks์„ ํŠœํ† ๋ฆฌ์–ผ์˜ ์‹คํ–‰์„ ์œ„ํ•ด ๊ถŒ์žฅํ•˜๋Š” ๋ฐ”์ž…๋‹ˆ๋‹ค. ์ด๋Ÿฌํ•œ ์—ฐ์œ ๋กœ ์šฐ๋ฆฌ๋Š” Anaconda 3๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ๊ฑธ ๊ถŒ์žฅํ•ฉ๋‹ˆ๋‹ค. ์•„๋‚˜์ฝ˜๋‹ค์—๋Š” ๋Œ€๋ถ€๋ถ„์˜ ํ•„์š”ํ•œ ํˆด์ด ๋ฏธ๋ฆฌ ์„ค์น˜๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค. ๋˜ํ•œ, ์–‘์ž ์ •๋ณด์— ๋Œ€ํ•œ ์ผ๋ฐ˜์ ์ธ ์ดํ•ด๋Š” QISKit๊ณผ ์ƒํ˜ธ์ž‘์šฉํ•˜๋Š” ๋ฐ์— ๋งค์šฐ ๋„์›€์ด ๋ฉ๋‹ˆ๋‹ค. ๋งŒ์ผ ์—ฌ๋Ÿฌ๋ถ„์ด ์–‘์ž์ปดํ“จํŒ… ๋ถ„์•ผ์— ์ƒˆ๋กญ๊ฒŒ ๋ฐฐ์šด๋‹ค๋ฉด ๋‹ค์Œ์˜ ์‚ฌ์šฉ์ž ๊ฐ€์ด๋“œ๋ฅผ ์‚ดํŽด๋ณด์„ธ์š”.

    PIP Installation

    ํŒŒ์ด์ฌ์ด ๋” ์ต์ˆ™ํ•œ ์‚ฌ๋žŒ๋“ค์—๊ฒŒ, QISKit์„ ์„ค์น˜ํ•˜๋Š” ๊ฐ€์žฅ ๋น ๋ฅธ ๋ฐฉ๋ฒ•์€ PIP ํˆด(ํŒŒ์ด์ฌ ํŒจํ‚ค์ง€ ๋งค๋‹ˆ์ €)์„ ์ด์šฉํ•˜๋Š” ๋ฐฉ์‹์ž…๋‹ˆ๋‹ค.

        pip install qiskit
    

    Source Installation

    QISKit SDK ๋ ˆํŒŒ์ง€ํ† ๋ฆฌ๋ฅผ ์—ฌ๋Ÿฌ๋ถ„์˜ ๋กœ์ปฌ ๋จธ์‹ ์— Cloneํ•˜๋Š” ๋‹ค๋ฅธ ๋ฐฉ๋ฒ•์œผ๋กœ๋Š” ํด๋ก ํ•œ ๋””๋ ‰ํ† ๋ฆฌ๋ฅผ ๋ฐ”๊พธ๋Š” ๋ฐฉ๋ฒ•์ด ์žˆ์Šต๋‹ˆ๋‹ค.

    Manual download

    https://github.com/QISKit/qiskit-sdk-py

    ์ˆ˜๋™ ๋‹ค์šด๋กœ๋“œ ๋ฐฉ๋ฒ•์œผ๋กœ ์œ„ ์›นํŽ˜์ด์ง€๋กœ ์ ‘์†ํ•ด ์ƒ๋‹จ์˜ Clone or download" ๋ฒ„ํŠผ์„ ๋ˆ„๋ฅด์„ธ์š” (ํ˜น์€ git clone ์ปค๋งจ๋“œ ์ƒ์— ๋ณด์ด๋Š” URL์„ ํ†ตํ•ด), ๋งŒ์ผ ํ•„์š”ํ•˜๋‹ค๋ฉด ์••์ถ•์„ ํ’€๊ณ  ํด๋” ์ด๋ฆ„์„ ํ„ฐ๋ฏธ๋„ ์ƒ์—์„œ ๋‹ค์Œ๊ณผ ๊ฐ™์ด ๋ฐ”๊พธ์„ธ์š”. qiskit-sdk-py folder

    Git download

    ํ˜น์€, ๋งŒ์ผ ์—ฌ๋Ÿฌ๋ถ„์ด ์ด๋ฏธ Git์„ ์„ค์น˜ํ–ˆ๋‹ค๋ฉด, ๋‹ค์Œ์˜ ์ปค๋งจ๋“œ๋ฅผ ์‹คํ–‰ํ•˜์„ธ์š”:

    git clone https://github.com/QISKit/qiskit-sdk-py
    cd qiskit-sdk-py

    Setup your enviroment

    ์šฐ๋ฆฌ๋Š” ์—ฌ๋Ÿฌ๋ถ„์˜ ์‚ฌ์šฉ์ž ๊ฒฝํ—˜์„ ํ–ฅ์ƒ์‹œํ‚ค๊ธฐ ์œ„ํ•ด ํŒŒ์ด์ฌ์˜ ๊ฐ€์ƒ ํ™˜๊ฒฝ์„ ์‚ฌ์šฉํ•˜๋Š” ๊ฑธ ์ถ”์ฒœํ•ฉ๋‹ˆ๋‹ค. ์šฐ๋ฆฌ์˜ Environment Setup documentation ์„ ๋” ๋งŽ์€ ์ •๋ณด๋ฅผ ์–ป๊ธฐ์œ„ํ•ด ์ฐธ์กฐํ•˜์„ธ์š”.

    Creating your first Quantum Program

    SDK ์„ค์น˜๊ฐ€ ๋๋‚ฌ์Šต๋‹ˆ๋‹ค. ์ด์ œ QISKit์œผ๋กœ ์ž‘์—…์„ ํ•ด๋ณผ ์ฐจ๋ก€์ž…๋‹ˆ๋‹ค. ์šฐ๋ฆฌ๋Š” ์ด๋ฏธ QASM์˜ˆ์ œ๋ฅผ ๋กœ์ปฌ ์‹œ๋ฎฌ๋ ˆ์ดํ„ฐ ์ƒ์—์„œ ์‹คํ–‰ํ•  ์ค€๋น„๋ฅผ ๋งˆ์ณค์Šต๋‹ˆ๋‹ค. ์ด๊ฒƒ์€ ๊ฐ„๋‹จํ•œ ์ค‘์ฒฉ ์˜ˆ์ œ ์ž…๋‹ˆ๋‹ค.

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    from qiskit import QuantumProgram
     
    # Creating Programs create your first QuantumProgram object instance.
    Q_program = QuantumProgram()
     
    try:
      # Creating Registers create your first Quantum Register called “qr” with 2 qubits
      qr = Q_program.create_quantum_register(“qr”2)
      # create your first Classical Register called “cr” with 2 bits
      cr = Q_program.create_classical_register(“cr”2)
      # Creating Circuits create your first Quantum Circuit called “qc” involving your Quantum Register “qr”
      # and your Classical Register “cr”
      qc = Q_program.create_circuit(“superposition”, [qr], [cr])
     
      # add the H gate in the Qubit 0, we put this Qubit in superposition
      qc.h(qr[0])
     
      # add measure to see the state
      qc.measure(qr, cr)
     
      # Compiled  and execute in the local_qasm_simulator
     
      result = Q_program.execute([“superposition”], backend=‘local_qasm_simulator’, shots=1024)
     
      # Show the results
      print(result)
      print(result.get_data(“superposition”))
     
    except QISKitError as ex:
      print(‘There was an error in the circuit!. Error = {}’.format(ex))
    except RegisterSizeError as ex:
      print(‘Error in the number of registers!. Error = {}’.format(ex))
    cs

    ์ด ๊ฒฝ์šฐ์— ๊ฒฐ๊ณผ๋ฌผ์€ ๋‹ค์Œ๊ณผ ๊ฐ™์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค(๋ถˆ๊ทœ์น™ ๋ณ€๋™์œผ๋กœ ์ธํ•ด):

    COMPLETED
    {'00': 509, '11': 515}
    

    ์—ฌ๋Ÿฌ๋ถ„์€ ๋˜ํ•œ QISKit์„ ์‚ฌ์šฉํ•˜์—ฌ ์—ฌ๋Ÿฌ๋ถ„์˜ ์ฝ”๋“œ๋ฅผ real Quantum Chip์—์„œ ์‹คํ–‰์‹œํ‚ฌ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

    ๋จผ์ €, API ํ† ํฐ์„ ์–ป์œผ์„ธ์š”:

    • IBM Q experience ๊ณ„์ •์„ ์ƒ์„ฑํ•˜์„ธ์š”.
    • IBM Q experience ์›น ํŽ˜์ด์ง€์—์„œ API token์„ ์–ป์œผ์„ธ์š”. ํ† ํฐ์€ โ€œMy Accountโ€ > โ€œPersonal Access Tokenโ€์— ์œ„์น˜ํ•ด ์žˆ์Šต๋‹ˆ๋‹ค.

    ์ด API ํ† ํฐ์€ ์—ฌ๋Ÿฌ๋ถ„์˜ ํ”„๋กœ๊ทธ๋žจ์„ IBM Q experience ๋ฐฑ์—”๋“œ ํ™˜๊ฒฝ์—์„œ ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ๋„๋ก ํ•ด์ค„ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์˜ˆ์ œ.

    ์ด์— ๋Œ€ํ•ด ๋” ๋งŽ์€ ์ •๋ณด๋ฅผ ์•Œ๊ณ  ์‹ถ๋‹ค๋ฉด, ๋‹ค์Œ์˜ ๋งํฌ๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š”. our QISKit documentation.

    Next Steps

    ์ด์ œ ์—ฌ๋Ÿฌ๋ถ„์€ ๋‹ค๋ฅธ ํŠœํ† ๋ฆฌ์–ผ๋“ค๊นŒ์ง€๋„ ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ๋Š” ์ค€๋น„์™€ ํ™˜๊ฒฝ ๊ตฌ์„ฑ์„ ๋งˆ์ณค์Šต๋‹ˆ๋‹ค. index tutorial์„ ์‹œ์ž‘ํ•˜์„ธ์š”. ๊ทธ๋ฆฌ๊ณ  โ€˜Getting Startedโ€™ ์˜ˆ์ œ๋กœ ์ด๋™ํ•˜์„ธ์š”. ๋งŒ์ผ ์—ฌ๋Ÿฌ๋ถ„์ด ์ด๋ฏธ Jupyter Notebooks์„ ์„ค์น˜ํ–ˆ๋‹ค๋ฉด, ์—ฌ๋Ÿฌ๋ถ„์€ ํ•ด๋‹น ๋…ธํŠธ๋ถ์„ ๋ณต์‚ฌํ•˜๊ณ  ์ˆ˜์ •ํ•˜์—ฌ ์—ฌ๋Ÿฌ๋ถ„ ๋งŒ์˜ ๋…ธํŠธ๋ถ์„ ๋งŒ๋“ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

    ํŠœํ† ๋ฆฌ์–ผ์„ QISKit์˜ ์ผ๋ถ€๋กœ์„œ ์„ค์น˜ํ•˜๊ธฐ ์œ„ํ•ด ๋‹ค์Œ์˜ ๋งํฌ๋ฅผ ํ™•์ธํ•˜์„ธ์š”. installation details. ์™„์ „ํ•œ SDK๋ฌธ์„œ๋Š” ๋‹ค์Œ์˜ ๋งํฌ์—์„œ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. doc directory.

    More Information

    ๋‹ค์Œ์€ QISKit์„ ์–ด๋–ป๊ฒŒ ์จ์•ผํ•˜๋Š”์ง€์— ๋Œ€ํ•œ ๋”๋งŽ์€ ์ •๋ณด์™€ ํŠœํ† ๋ฆฌ์–ผ ์˜ˆ์ œ, ๊ทธ๋ฆฌ๊ณ  ๋ช‡๋ช‡์˜ ๋„์›€์ด ๋ ๋งŒํ•œ ๋งํฌ๋“ค ์ž…๋‹ˆ๋‹ค. ํ•œ ๋ฒˆ ์‚ดํŽด๋ณด์„ธ์š”.
    * User Guides,
    ์–‘์ž์ •๋ณด์™€ ์–‘์ž์ปดํ“จํŒ…์— ๋Œ€ํ•ด ๋ฐฐ์šธ ์ˆ˜ ์žˆ๋Š” ์ข‹์€ ์‹œ์ž‘์ 
    Tutorials,
    ์˜ˆ๋ฅผ ๋“ค์–ด Jupyter ๋…ธํŠธ๋ถ์˜ ๊ฒฝ์šฐ index๋ฅผ ์ฐธ๊ณ ํ•˜์„ธ์š”. ๊ทธ๋ฆฌ๊ณ  โ€˜Getting Startedโ€™ Jupyter notebook๋„ ํ•จ๊ป˜ ๋ณด์„ธ์š”.
    * OpenQASM,
    QASM์— ๋Œ€ํ•œ ์ถ”๊ฐ€์ ์ธ ์ •๋ณด์™€ ์˜ˆ์ œ
    * IBM Quantum Experience Composer,
    ์‹ค์ œ ์–‘์ž์ปดํ“จํ„ฐ ๋ฐ ์‹œ๋ฎฌ๋ ˆ์ด์…˜๋œ ์–‘์ž์ปดํ“จํ„ฐ์™€์˜ GUI ์ธํ„ฐํŽ˜์ด์Šค๋ฅผ ํ†ตํ•œ ์ธํ„ฐ๋ ‰์…˜
    * QISkit Python API, ํŒŒ์ด์ฌ์„ ํ†ตํ•ด IBM Quantum Experience๋ฅผ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” API

    QISKit์€ ๋ณธ๋ž˜ IBM Research์—ฐ๊ตฌํŒ€๊ณผ IBM-Q๊ฐœ๋ฐœํŒ€์— ์˜ํ•ด ์–‘์ž์ปดํ“จํ„ฐ์— ๋Œ€ํ•œ ๊ณ ์ˆ˜์ค€(high level) ๊ฐœ๋ฐœํ‚ท์„ ์ œ๊ณตํ•  ๋ชฉ์ ์œผ๋กœ ๊ฐœ๋ฐœ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
    ์งˆ์˜์‘๋‹ต๊ณผ ํ† ๋ก  ๊ทธ๋ฆฌ๊ณ  ์–‘์ž์ปดํ“จํŒ…์— ๋Œ€ํ•ด ๋” ๋„“๊ฒŒ ์‚ดํŽด๋ณด๊ธฐ ์œ„ํ•ด IBM Q experience community๋ฅผ ๋ฐฉ๋ฌธํ•˜์„ธ์š”. ๋งŒ์ผ ์—ฌ๋Ÿฌ๋ถ„์ด QISKit์— ๊ธฐ์—ฌํ•˜๊ธธ ์›ํ•œ๋‹ค๋ฉด ๋‹ค์Œ์˜ ๊ฐ€์ด๋“œ๋ผ์ธ์„ ์‚ดํŽด๋ณด์„ธ์š”. contribution guidelines.



    ๋ณธ๋ฌธ ์ค‘, QISKit์˜ ๋‚ด์šฉ์€ ๋‹ค์Œ์˜ ๊ณต์‹ ๋งํฌ๋ฅผ ์ฐธ์กฐํ•˜์—ฌ ์ž‘์„ฑํ–ˆ์Šต๋‹ˆ๋‹ค. QISKit
    ์ž‘์„ฑ์ž: ๋งน์œคํ˜ธ

    2 ๊ฐœ์˜ ๋Œ“๊ธ€"IBM Q Experience๋กœ ์‹œ์ž‘ํ•˜๋Š” ์–‘์ž์ปดํ“จํ„ฐ ํ”„๋กœ๊ทธ๋ž˜๋ฐ ์‹ค์Šต"

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    ์ด๋ฉ”์ผ์€ ๊ณต๊ฐœ๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ํ•„์ˆ˜ ์ž…๋ ฅ์ฐฝ์€ * ๋กœ ํ‘œ์‹œ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค