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量子コンピュータとデータサイエンティスト

Toma Tanaka
September 29, 2023

 量子コンピュータとデータサイエンティスト

Toma Tanaka

September 29, 2023
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  1. ( ) BrainPad Data scientist Data Science Wiki Web Inductive-bias

    Learning: Generating Code Models with Large Language Model LLM In-context Learning Autores こんなアイコンで活動してます。 @fuyu_quant 見かけたらよろしくお願いします
  2. ?

  3. ( )

  4. NISQ ... FTQC ... FTQC ... .... ... ... ....

    GPU FTQC NISQ(Noisy Intermediate-Scale Quantum Computer) FTQC 1994 Shor (1990 ) 1996 Grover (FTQC) FTQC:Fault Tolerant Quantum Computer ( ) 10 100 (IBM 2023 1000 )
  5. FTQC Google IBM Rigetti OQC NEC ( ) NTT( )

    ( ) (CMOS ) (SQBM) NEC ( ) Xanadu ( ) QuEra ColdQuanta Pasqal Atom Computinm D-wave NEC ( ) FTQC IONQ Quantinuum(Honeywell Cabridge Quantum) AQT ( ) PsiQuantum( ) ( ) Intel Qutech SQC blueqat equal 1 ( ) ※
  6. FTQC VQE( ) AQC ( ) QAOA( ) QCL( )

    QCNN QGRNN QCBM( ) SVM QAOA ... ( ) QAOA ( ) NVIDIA GPU FTQC Fault Tolerant Quantum Computer VQE AQC QAOA (QuEra)
  7. 5

  8. 5

  9. 5 (0-1 ) ( ) (LocalSolver Gurobi) ?? ( )

    ( !!) Mirrored double round-robin tournament QA Gurobi (https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0266846) (QA) QAOA VQE ( )
  10. 5 FTQC( ) NISQ ( ) N O(N) ( N)

    ...O(N) O(N^(1/2)) ...O(N) O(log(N)) N=10000 1/100, 1/1000 (N ) ( ) k Q ( ) ※ ※ : - -
  11. 5 Python Qiskit (IBM: ) Cirq, Tensor Flow Quantum (Google:

    ) blueqat (blueqat: ) Penny Lane (Xanadu: ) Strawberry Fields( ) Julia Yao ( ) Ocean (D-wave: ) Bloqade(QuEra: ) python Julia Github https://github.com/fuyu-quant/awesome-quantum-programming-languages
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  14. Qiskit…IBM Python https://qiskit.org/ Penny Lane…XANADU Python https://pennylane.ai/ Strawberry Fields…XANADU Python

    https://strawberryfields.ai/ Cirq…Google Python https://quantumai.google/cirq Tensor Flow Quantum…Google Python https://www.tensorflow.org/quantum Blueqat…blueqat Python https://blueqat.readthedocs.io/en/latest/ Qulacs…QunaSys Python C++ http://docs.qulacs.org/en/latest/ Pulser… Python https://pulser.readthedocs.io/en/stable/index.html Paddle Quantum…Baidu Python https://qml.baidu.com/ https://qml.baidu.com/tutorials/measurement-based-quantum-computation/mbqc-quick-start-guide.html ( ) ‹#›
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