├── README.md ├── automl ├── analyze.ipynb ├── clinical_data │ ├── clinical_meta_info.pkl │ ├── diabetes.csv │ └── pima-indians-diabetes-database.zip ├── generate_synth_func.ipynb ├── results_bo │ ├── res_noise_var_0.0001_iter_0.pkl │ ├── res_noise_var_0.0001_iter_1.pkl │ ├── res_noise_var_0.0001_iter_2.pkl │ ├── res_noise_var_0.0001_iter_3.pkl │ ├── res_noise_var_0.0001_iter_4.pkl │ ├── res_noise_var_0.0025000000000000005_iter_0.pkl │ ├── res_noise_var_0.0025000000000000005_iter_0_linear_bandit.pkl │ ├── res_noise_var_0.0025000000000000005_iter_1.pkl │ ├── res_noise_var_0.0025000000000000005_iter_1_linear_bandit.pkl │ ├── res_noise_var_0.0025000000000000005_iter_2.pkl │ ├── res_noise_var_0.0025000000000000005_iter_2_linear_bandit.pkl │ ├── res_noise_var_0.0025000000000000005_iter_3.pkl │ ├── res_noise_var_0.0025000000000000005_iter_3_linear_bandit.pkl │ ├── res_noise_var_0.0025000000000000005_iter_4.pkl │ └── res_noise_var_0.0025000000000000005_iter_4_linear_bandit.pkl ├── results_quantum │ ├── res_noise_var_0.0001_iter_0.pkl │ ├── res_noise_var_0.0001_iter_1.pkl │ ├── res_noise_var_0.0001_iter_2.pkl │ ├── res_noise_var_0.0001_iter_3.pkl │ ├── res_noise_var_0.0001_iter_4.pkl │ ├── res_noise_var_0.0025000000000000005_iter_0.pkl │ ├── res_noise_var_0.0025000000000000005_iter_0_linear_bandit.pkl │ ├── res_noise_var_0.0025000000000000005_iter_1.pkl │ ├── res_noise_var_0.0025000000000000005_iter_1_linear_bandit.pkl │ ├── res_noise_var_0.0025000000000000005_iter_2.pkl │ ├── res_noise_var_0.0025000000000000005_iter_2_linear_bandit.pkl │ ├── res_noise_var_0.0025000000000000005_iter_3.pkl │ ├── res_noise_var_0.0025000000000000005_iter_3_linear_bandit.pkl │ ├── res_noise_var_0.0025000000000000005_iter_4.pkl │ └── res_noise_var_0.0025000000000000005_iter_4_linear_bandit.pkl ├── saved_synth_funcs │ ├── random_features_ls_[0.2 0.2]_v_kernel_0.5_M_200.pkl │ └── random_features_ls_[1 1]_v_kernel_0.5_M_200.pkl ├── svm_bo.py └── svm_quantum.py ├── bayesian_optimization_bo.py ├── bayesian_optimization_quantum.py ├── helper_funcs_bo.py ├── helper_funcs_quantum.py ├── requirements.txt └── synth ├── __pycache__ ├── bayesian_optimization_bo.cpython-310.pyc ├── bayesian_optimization_bo.cpython-38.pyc ├── bayesian_optimization_quantum.cpython-310.pyc ├── bayesian_optimization_quantum.cpython-38.pyc ├── helper_funcs_bo.cpython-310.pyc ├── helper_funcs_bo.cpython-38.pyc ├── helper_funcs_quantum.cpython-310.pyc └── helper_funcs_quantum.cpython-38.pyc ├── analyze.ipynb ├── generate_synth_func.ipynb ├── results_bo ├── res_iter_0_binary.pkl ├── res_iter_1_binary.pkl ├── res_iter_2_binary.pkl ├── res_iter_3_binary.pkl ├── res_iter_4_binary.pkl ├── res_iter_5_binary.pkl ├── res_iter_6_binary.pkl ├── res_iter_7_binary.pkl ├── res_iter_8_binary.pkl ├── res_iter_9_binary.pkl ├── res_noise_var_0.09_iter_0.pkl ├── res_noise_var_0.09_iter_1.pkl ├── res_noise_var_0.09_iter_2.pkl ├── res_noise_var_0.09_iter_3.pkl ├── res_noise_var_0.09_iter_4.pkl ├── res_noise_var_0.09_iter_5.pkl ├── res_noise_var_0.09_iter_6.pkl ├── res_noise_var_0.09_iter_7.pkl ├── res_noise_var_0.09_iter_8.pkl ├── res_noise_var_0.09_iter_9.pkl ├── res_noise_var_0.16000000000000003_iter_0.pkl ├── res_noise_var_0.16000000000000003_iter_1.pkl ├── res_noise_var_0.16000000000000003_iter_2.pkl ├── res_noise_var_0.16000000000000003_iter_3.pkl ├── res_noise_var_0.16000000000000003_iter_4.pkl ├── res_noise_var_0.16000000000000003_iter_5.pkl ├── res_noise_var_0.16000000000000003_iter_6.pkl ├── res_noise_var_0.16000000000000003_iter_7.pkl ├── res_noise_var_0.16000000000000003_iter_8.pkl └── res_noise_var_0.16000000000000003_iter_9.pkl ├── results_quantum ├── res_iter_0_binary.pkl ├── res_iter_1_binary.pkl ├── res_iter_2_binary.pkl ├── res_iter_3_binary.pkl ├── res_iter_4_binary.pkl ├── res_iter_5_binary.pkl ├── res_iter_6_binary.pkl ├── res_iter_7_binary.pkl ├── res_iter_8_binary.pkl ├── res_iter_9_binary.pkl ├── res_noise_var_0.09_iter_0.pkl ├── res_noise_var_0.09_iter_1.pkl ├── res_noise_var_0.09_iter_2.pkl ├── res_noise_var_0.09_iter_3.pkl ├── res_noise_var_0.09_iter_4.pkl ├── res_noise_var_0.09_iter_5.pkl ├── res_noise_var_0.09_iter_6.pkl ├── res_noise_var_0.09_iter_7.pkl ├── res_noise_var_0.09_iter_8.pkl ├── res_noise_var_0.09_iter_9.pkl ├── res_noise_var_0.16000000000000003_iter_0.pkl ├── res_noise_var_0.16000000000000003_iter_1.pkl ├── res_noise_var_0.16000000000000003_iter_2.pkl ├── res_noise_var_0.16000000000000003_iter_3.pkl ├── res_noise_var_0.16000000000000003_iter_4.pkl ├── res_noise_var_0.16000000000000003_iter_5.pkl ├── res_noise_var_0.16000000000000003_iter_6.pkl ├── res_noise_var_0.16000000000000003_iter_7.pkl ├── res_noise_var_0.16000000000000003_iter_8.pkl └── res_noise_var_0.16000000000000003_iter_9.pkl ├── saved_synth_funcs ├── random_features_ls_0.1_noise_var_0.09.pkl ├── random_features_ls_0.1_noise_var_0.16000000000000003.pkl ├── synth_func_ls_0.1_noise_var_0.09.pkl └── synth_func_ls_0.1_noise_var_0.16000000000000003.pkl ├── synth_bo.py ├── synth_quantum.py └── synth_quantum_binary.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/README.md -------------------------------------------------------------------------------- /automl/analyze.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/analyze.ipynb -------------------------------------------------------------------------------- /automl/clinical_data/clinical_meta_info.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/clinical_data/clinical_meta_info.pkl -------------------------------------------------------------------------------- /automl/clinical_data/diabetes.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/clinical_data/diabetes.csv -------------------------------------------------------------------------------- /automl/clinical_data/pima-indians-diabetes-database.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/clinical_data/pima-indians-diabetes-database.zip -------------------------------------------------------------------------------- /automl/generate_synth_func.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/generate_synth_func.ipynb -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0001_iter_0.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0001_iter_0.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0001_iter_1.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0001_iter_1.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0001_iter_2.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0001_iter_2.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0001_iter_3.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0001_iter_3.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0001_iter_4.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0001_iter_4.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0025000000000000005_iter_0.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0025000000000000005_iter_0.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0025000000000000005_iter_0_linear_bandit.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0025000000000000005_iter_0_linear_bandit.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0025000000000000005_iter_1.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0025000000000000005_iter_1.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0025000000000000005_iter_1_linear_bandit.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0025000000000000005_iter_1_linear_bandit.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0025000000000000005_iter_2.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0025000000000000005_iter_2.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0025000000000000005_iter_2_linear_bandit.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0025000000000000005_iter_2_linear_bandit.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0025000000000000005_iter_3.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0025000000000000005_iter_3.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0025000000000000005_iter_3_linear_bandit.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0025000000000000005_iter_3_linear_bandit.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0025000000000000005_iter_4.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0025000000000000005_iter_4.pkl -------------------------------------------------------------------------------- /automl/results_bo/res_noise_var_0.0025000000000000005_iter_4_linear_bandit.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_bo/res_noise_var_0.0025000000000000005_iter_4_linear_bandit.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0001_iter_0.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0001_iter_0.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0001_iter_1.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0001_iter_1.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0001_iter_2.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0001_iter_2.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0001_iter_3.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0001_iter_3.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0001_iter_4.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0001_iter_4.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0025000000000000005_iter_0.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0025000000000000005_iter_0.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0025000000000000005_iter_0_linear_bandit.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0025000000000000005_iter_0_linear_bandit.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0025000000000000005_iter_1.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0025000000000000005_iter_1.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0025000000000000005_iter_1_linear_bandit.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0025000000000000005_iter_1_linear_bandit.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0025000000000000005_iter_2.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0025000000000000005_iter_2.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0025000000000000005_iter_2_linear_bandit.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0025000000000000005_iter_2_linear_bandit.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0025000000000000005_iter_3.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0025000000000000005_iter_3.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0025000000000000005_iter_3_linear_bandit.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0025000000000000005_iter_3_linear_bandit.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0025000000000000005_iter_4.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0025000000000000005_iter_4.pkl -------------------------------------------------------------------------------- /automl/results_quantum/res_noise_var_0.0025000000000000005_iter_4_linear_bandit.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/results_quantum/res_noise_var_0.0025000000000000005_iter_4_linear_bandit.pkl -------------------------------------------------------------------------------- /automl/saved_synth_funcs/random_features_ls_[0.2 0.2]_v_kernel_0.5_M_200.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/saved_synth_funcs/random_features_ls_[0.2 0.2]_v_kernel_0.5_M_200.pkl -------------------------------------------------------------------------------- /automl/saved_synth_funcs/random_features_ls_[1 1]_v_kernel_0.5_M_200.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/saved_synth_funcs/random_features_ls_[1 1]_v_kernel_0.5_M_200.pkl -------------------------------------------------------------------------------- /automl/svm_bo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/svm_bo.py -------------------------------------------------------------------------------- /automl/svm_quantum.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/automl/svm_quantum.py -------------------------------------------------------------------------------- /bayesian_optimization_bo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/bayesian_optimization_bo.py -------------------------------------------------------------------------------- /bayesian_optimization_quantum.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/bayesian_optimization_quantum.py -------------------------------------------------------------------------------- /helper_funcs_bo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/helper_funcs_bo.py -------------------------------------------------------------------------------- /helper_funcs_quantum.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/helper_funcs_quantum.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/requirements.txt -------------------------------------------------------------------------------- /synth/__pycache__/bayesian_optimization_bo.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/__pycache__/bayesian_optimization_bo.cpython-310.pyc -------------------------------------------------------------------------------- /synth/__pycache__/bayesian_optimization_bo.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/__pycache__/bayesian_optimization_bo.cpython-38.pyc -------------------------------------------------------------------------------- /synth/__pycache__/bayesian_optimization_quantum.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/__pycache__/bayesian_optimization_quantum.cpython-310.pyc -------------------------------------------------------------------------------- /synth/__pycache__/bayesian_optimization_quantum.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/__pycache__/bayesian_optimization_quantum.cpython-38.pyc -------------------------------------------------------------------------------- /synth/__pycache__/helper_funcs_bo.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/__pycache__/helper_funcs_bo.cpython-310.pyc -------------------------------------------------------------------------------- /synth/__pycache__/helper_funcs_bo.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/__pycache__/helper_funcs_bo.cpython-38.pyc -------------------------------------------------------------------------------- /synth/__pycache__/helper_funcs_quantum.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/__pycache__/helper_funcs_quantum.cpython-310.pyc -------------------------------------------------------------------------------- /synth/__pycache__/helper_funcs_quantum.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/__pycache__/helper_funcs_quantum.cpython-38.pyc -------------------------------------------------------------------------------- /synth/analyze.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/analyze.ipynb -------------------------------------------------------------------------------- /synth/generate_synth_func.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/generate_synth_func.ipynb -------------------------------------------------------------------------------- /synth/results_bo/res_iter_0_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_iter_0_binary.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_iter_1_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_iter_1_binary.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_iter_2_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_iter_2_binary.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_iter_3_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_iter_3_binary.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_iter_4_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_iter_4_binary.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_iter_5_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_iter_5_binary.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_iter_6_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_iter_6_binary.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_iter_7_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_iter_7_binary.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_iter_8_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_iter_8_binary.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_iter_9_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_iter_9_binary.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.09_iter_0.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.09_iter_0.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.09_iter_1.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.09_iter_1.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.09_iter_2.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.09_iter_2.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.09_iter_3.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.09_iter_3.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.09_iter_4.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.09_iter_4.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.09_iter_5.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.09_iter_5.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.09_iter_6.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.09_iter_6.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.09_iter_7.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.09_iter_7.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.09_iter_8.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.09_iter_8.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.09_iter_9.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.09_iter_9.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.16000000000000003_iter_0.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.16000000000000003_iter_0.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.16000000000000003_iter_1.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.16000000000000003_iter_1.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.16000000000000003_iter_2.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.16000000000000003_iter_2.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.16000000000000003_iter_3.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.16000000000000003_iter_3.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.16000000000000003_iter_4.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.16000000000000003_iter_4.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.16000000000000003_iter_5.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.16000000000000003_iter_5.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.16000000000000003_iter_6.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.16000000000000003_iter_6.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.16000000000000003_iter_7.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.16000000000000003_iter_7.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.16000000000000003_iter_8.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.16000000000000003_iter_8.pkl -------------------------------------------------------------------------------- /synth/results_bo/res_noise_var_0.16000000000000003_iter_9.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_bo/res_noise_var_0.16000000000000003_iter_9.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_iter_0_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_iter_0_binary.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_iter_1_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_iter_1_binary.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_iter_2_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_iter_2_binary.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_iter_3_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_iter_3_binary.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_iter_4_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_iter_4_binary.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_iter_5_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_iter_5_binary.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_iter_6_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_iter_6_binary.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_iter_7_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_iter_7_binary.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_iter_8_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_iter_8_binary.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_iter_9_binary.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_iter_9_binary.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.09_iter_0.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.09_iter_0.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.09_iter_1.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.09_iter_1.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.09_iter_2.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.09_iter_2.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.09_iter_3.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.09_iter_3.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.09_iter_4.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.09_iter_4.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.09_iter_5.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.09_iter_5.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.09_iter_6.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.09_iter_6.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.09_iter_7.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.09_iter_7.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.09_iter_8.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.09_iter_8.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.09_iter_9.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.09_iter_9.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.16000000000000003_iter_0.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.16000000000000003_iter_0.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.16000000000000003_iter_1.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.16000000000000003_iter_1.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.16000000000000003_iter_2.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.16000000000000003_iter_2.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.16000000000000003_iter_3.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.16000000000000003_iter_3.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.16000000000000003_iter_4.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.16000000000000003_iter_4.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.16000000000000003_iter_5.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.16000000000000003_iter_5.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.16000000000000003_iter_6.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.16000000000000003_iter_6.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.16000000000000003_iter_7.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.16000000000000003_iter_7.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.16000000000000003_iter_8.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.16000000000000003_iter_8.pkl -------------------------------------------------------------------------------- /synth/results_quantum/res_noise_var_0.16000000000000003_iter_9.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/results_quantum/res_noise_var_0.16000000000000003_iter_9.pkl -------------------------------------------------------------------------------- /synth/saved_synth_funcs/random_features_ls_0.1_noise_var_0.09.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/saved_synth_funcs/random_features_ls_0.1_noise_var_0.09.pkl -------------------------------------------------------------------------------- /synth/saved_synth_funcs/random_features_ls_0.1_noise_var_0.16000000000000003.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/saved_synth_funcs/random_features_ls_0.1_noise_var_0.16000000000000003.pkl -------------------------------------------------------------------------------- /synth/saved_synth_funcs/synth_func_ls_0.1_noise_var_0.09.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/saved_synth_funcs/synth_func_ls_0.1_noise_var_0.09.pkl -------------------------------------------------------------------------------- /synth/saved_synth_funcs/synth_func_ls_0.1_noise_var_0.16000000000000003.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/saved_synth_funcs/synth_func_ls_0.1_noise_var_0.16000000000000003.pkl -------------------------------------------------------------------------------- /synth/synth_bo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/synth_bo.py -------------------------------------------------------------------------------- /synth/synth_quantum.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/synth_quantum.py -------------------------------------------------------------------------------- /synth/synth_quantum_binary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/daizhongxiang/Quantum_Bayesian_Optimization/HEAD/synth/synth_quantum_binary.py --------------------------------------------------------------------------------