code stringlengths 114 1.05M | path stringlengths 3 312 | quality_prob float64 0.5 0.99 | learning_prob float64 0.2 1 | filename stringlengths 3 168 | kind stringclasses 1
value |
|---|---|---|---|---|---|
import logging
from typing import Dict, Union
from .base import RestAdapterBase
from ..session import RetrySession
logger = logging.getLogger(__name__)
class Experiment(RestAdapterBase):
"""Rest adapter for experiment related endpoints."""
URL_MAP = {
'self': '',
'upload_plots': '/plots'
... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/api/rest/experiment.py | 0.940339 | 0.334046 | experiment.py | pypi |
import logging
from typing import Dict, List, Any, Union, Optional
import json
from .base import RestAdapterBase
from .experiment import Experiment, ExperimentPlot
from .analysis_result import AnalysisResult
logger = logging.getLogger(__name__)
class Api(RestAdapterBase):
"""Rest adapter for general endpoints."... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/api/rest/root.py | 0.879393 | 0.212722 | root.py | pypi |
import logging
from typing import Dict, Any, Union, Optional
import json
from concurrent import futures
from .base import RestAdapterBase
from ..session import RetrySession
from ...runtime.utils import RuntimeEncoder
logger = logging.getLogger(__name__)
class Runtime(RestAdapterBase):
"""Rest adapter for Runtim... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/api/rest/runtime.py | 0.907156 | 0.178097 | runtime.py | pypi |
import logging
import json
from json.decoder import JSONDecodeError
from typing import Union, Dict, List, Any
from qiskit.providers.ibmq.utils import json_encoder
from .base import RestAdapterBase
from ..session import RetrySession
from ..exceptions import ApiIBMQProtocolError
from .utils.data_mapper import map_job_... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/api/rest/job.py | 0.87168 | 0.154599 | job.py | pypi |
import json
import logging
from typing import Dict, Optional, Any, List
from qiskit.providers.ibmq.utils.utils import filter_data
from .base import RestAdapterBase
from .backend import Backend
from .job import Job
from ..session import RetrySession
from .utils.data_mapper import map_job_response
logger = logging.get... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/api/rest/account.py | 0.86898 | 0.201087 | account.py | pypi |
import re
import keyword
from typing import Dict, Any, Optional
def map_job_response(data: Dict[str, Any]) -> Dict[str, Any]:
"""Map the job information fields.
Args:
data: Data to be mapped.
Returns:
Mapped data.
"""
field_map = {
'id': 'job_id',
'backend': '_bac... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/api/rest/utils/data_mapper.py | 0.887089 | 0.460895 | data_mapper.py | pypi |
import logging
import json
import copy
from typing import Optional, List, Dict, Union, Tuple, Any, Type
from datetime import datetime
from collections import defaultdict
from qiskit.providers.ibmq import accountprovider # pylint: disable=unused-import
from qiskit.providers.exceptions import QiskitBackendNotFoundError... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/experiment/ibm_experiment_service.py | 0.885767 | 0.17824 | ibm_experiment_service.py | pypi |
from typing import Tuple, Optional
from .exceptions import HubGroupProjectInvalidStateError
class HubGroupProject:
"""Class for representing a hub/group/project."""
def __init__(
self,
hub: str = None,
group: str = None,
project: str = None
) -> None:
... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/credentials/hubgroupproject.py | 0.955537 | 0.271178 | hubgroupproject.py | pypi |
import re
from typing import Dict, Tuple, Optional, Any
from requests_ntlm import HttpNtlmAuth
from .hubgroupproject import HubGroupProject
REGEX_IBMQ_HUBS = (
'(?P<prefix>http[s]://.+/api)'
'/Hubs/(?P<hub>[^/]+)/Groups/(?P<group>[^/]+)/Projects/(?P<project>[^/]+)'
)
"""str: Regex that matches an IBM Quantu... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/credentials/credentials.py | 0.903453 | 0.230389 | credentials.py | pypi |
from typing import Optional
from .credentials import Credentials
from .configrc import (read_credentials_from_qiskitrc,
remove_credentials,
store_credentials)
QE_URL = 'https://quantumexperience.ng.bluemix.net/api'
QCONSOLE_URL = 'https://q-console-api.mybluemix.net/api'
... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/credentials/updater.py | 0.826362 | 0.215475 | updater.py | pypi |
from collections import OrderedDict
from typing import Dict, Optional, Tuple, Any
import logging
from .credentials import Credentials
from .hubgroupproject import HubGroupProject
from .exceptions import (CredentialsError, InvalidCredentialsFormatError,
CredentialsNotFoundError, HubGroupProject... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/credentials/__init__.py | 0.871871 | 0.193185 | __init__.py | pypi |
from typing import Any, Optional, Union, Dict
from datetime import datetime
import warnings
import dateutil.parser
from ..utils import utc_to_local, duration_difference
from ..utils.utils import api_status_to_job_status
class QueueInfo:
"""Queue information for a job."""
_data = {} # type: Dict
def _... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/job/queueinfo.py | 0.941439 | 0.222954 | queueinfo.py | pypi |
import logging
import warnings
from typing import List, Optional, Union, Any
from concurrent import futures
from qiskit.circuit import QuantumCircuit
from qiskit.pulse import Schedule
from qiskit.providers.ibmq.utils import validate_job_tags
from qiskit.providers.ibmq.accountprovider import AccountProvider
from .exce... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/managed/ibmqjobmanager.py | 0.919769 | 0.372391 | ibmqjobmanager.py | pypi |
from typing import List, Optional, Union, Tuple, Dict
import copy
import numpy # pylint: disable=unused-import
from qiskit.result import Result
from qiskit.circuit import QuantumCircuit
from qiskit.pulse import Schedule
from qiskit.providers.ibmq.managed import managedjobset # pylint: disable=unused-import
from .ex... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/managed/managedresults.py | 0.932052 | 0.544922 | managedresults.py | pypi |
import re
from typing import Callable, Any, List, Union
from functools import wraps
from collections import Counter
from concurrent.futures import wait
from qiskit.providers.jobstatus import JobStatus
from .managedjob import ManagedJob
JOB_SET_NAME_FORMATTER = "{}_{}_"
"""Formatter for the name of a job in a job set... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/managed/utils.py | 0.806624 | 0.311126 | utils.py | pypi |
import warnings
import logging
from typing import List, Optional, Union, Dict
from concurrent.futures import ThreadPoolExecutor
from threading import Lock
from qiskit.providers.ibmq import IBMQBackend
from qiskit.qobj import QasmQobj, PulseQobj
from qiskit.circuit import QuantumCircuit
from qiskit.pulse import Schedul... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/managed/managedjob.py | 0.879153 | 0.211967 | managedjob.py | pypi |
from typing import Union, Tuple, Any, Optional
from datetime import datetime, timedelta, timezone
from math import ceil
import dateutil.parser
from dateutil import tz
def utc_to_local(utc_dt: Union[datetime, str]) -> datetime:
"""Convert a UTC ``datetime`` object or string to a local timezone ``datetime``.
... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/utils/converters.py | 0.94502 | 0.530176 | converters.py | pypi |
import os
import re
import logging
import keyword
import copy
from typing import List, Optional, Type, Any, Dict, Union, Tuple
from threading import Condition
from queue import Queue
from qiskit.providers.jobstatus import JobStatus
from ..apiconstants import ApiJobStatus
API_TO_JOB_STATUS = {
ApiJobStatus.CREAT... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/utils/utils.py | 0.842215 | 0.20351 | utils.py | pypi |
from typing import Dict, Union, List
import dateutil.parser
from .converters import utc_to_local
def decode_pulse_qobj(pulse_qobj: Dict) -> None:
"""Decode a pulse Qobj.
Args:
pulse_qobj: Qobj to be decoded.
"""
for item in pulse_qobj['config']['pulse_library']:
_decode_pulse_librar... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/utils/json_decoder.py | 0.929967 | 0.34859 | json_decoder.py | pypi |
from typing import Tuple, Union, Optional, List
import plotly.graph_objects as go
from qiskit.providers.ibmq.ibmqbackend import IBMQBackend
from .plotly_wrapper import PlotlyWidget, PlotlyFigure
from ..device_layouts import DEVICE_LAYOUTS
def iplot_gate_map(
backend: IBMQBackend,
figsize: Tuple[Opti... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/visualization/interactive/gate_map.py | 0.942155 | 0.442094 | gate_map.py | pypi |
from typing import Tuple, Optional, Any
import plotly.graph_objects as go
# pylint: disable=abstract-method
class PlotlyFigure:
"""A simple wrapper around ``plotly.graph_objects.Figure`` class.
This wrapper class allows the figures to be more or less drop in replacements
for ``matplotlib`` figures. For... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/visualization/interactive/plotly_wrapper.py | 0.967701 | 0.416559 | plotly_wrapper.py | pypi |
import math
from typing import Tuple, Union
import numpy as np
from plotly.subplots import make_subplots
import plotly.graph_objects as go
import matplotlib as mpl
from qiskit.providers.ibmq.ibmqbackend import IBMQBackend
from .plotly_wrapper import PlotlyWidget, PlotlyFigure
from ..device_layouts import DEVICE_LAYOU... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/visualization/interactive/error_map.py | 0.818338 | 0.390825 | error_map.py | pypi |
import logging
from typing import Dict, Callable, Optional, Union, List, Any, Type
import json
import warnings
from qiskit.providers.exceptions import QiskitBackendNotFoundError
from qiskit.providers.ibmq import accountprovider # pylint: disable=unused-import
from .runtime_job import RuntimeJob
from .runtime_program... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/runtime/ibm_runtime_service.py | 0.899533 | 0.236164 | ibm_runtime_service.py | pypi |
import base64
import copy
import functools
import importlib
import inspect
import io
import json
import re
import warnings
import zlib
from datetime import date
from typing import Any, Callable, Dict, List, Union, Tuple
import dateutil.parser
import numpy as np
try:
import scipy.sparse
HAS_SCIPY = True
except... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/runtime/utils.py | 0.764144 | 0.25254 | utils.py | pypi |
import logging
import re
from typing import Optional, List, Dict
from types import SimpleNamespace
from qiskit.providers.ibmq.exceptions import IBMQInputValueError, IBMQNotAuthorizedError
from .exceptions import QiskitRuntimeError, RuntimeProgramNotFound
from ..api.clients.runtime import RuntimeClient
from ..api.except... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/runtime/runtime_program.py | 0.876311 | 0.258034 | runtime_program.py | pypi |
import logging
from typing import Union, List, Dict, Optional
from abc import abstractmethod, ABC
from qiskit.qobj import QasmQobj, PulseQobj
from qiskit.pulse import Schedule
from qiskit.providers.backend import BackendV1 as Backend
from qiskit.providers.job import JobV1 as Job
from qiskit.circuit import QuantumCircu... | /qiskit-ibmq-provider-0.20.2.tar.gz/qiskit-ibmq-provider-0.20.2/qiskit/providers/ibmq/runtime/program/program_backend.py | 0.901332 | 0.430147 | program_backend.py | pypi |
from typing import Dict, Tuple
import numpy as np
try:
from matplotlib import pyplot as plt
HAS_MATPLOTLIB = True
except ImportError:
HAS_MATPLOTLIB = False
def ordered_list_generator(counts_dictionary: Dict, qn: int) -> np.array:
"""
For parity oscillations; just arranges dictionary of counts
... | /qiskit-ignis-0.7.1.tar.gz/qiskit-ignis-0.7.1/qiskit/ignis/verification/entanglement/analysis.py | 0.930954 | 0.563498 | analysis.py | pypi |
# pylint: disable=invalid-name
"""
Class for accreditation protocol
"""
import numpy as np
from qiskit import QiskitError
from qiskit.utils.deprecation import deprecate_function
from .qotp import QOTPCorrectString, QOTPCorrectCounts
class AccreditationFitter:
"""
Class for fitters for accreditation
... | /qiskit-ignis-0.7.1.tar.gz/qiskit-ignis-0.7.1/qiskit/ignis/verification/accreditation/fitters.py | 0.86898 | 0.640664 | fitters.py | pypi |
"""Qiskit backend for IQM quantum computers.
"""
from __future__ import annotations
from abc import ABC
import re
from typing import Final, Optional
from iqm_client import QuantumArchitectureSpecification
from qiskit.circuit import Parameter
from qiskit.circuit.library import CZGate, IGate, Measure, RGate
from qiskit... | /qiskit-iqm-unstable-10.5.tar.gz/qiskit-iqm-unstable-10.5/src/qiskit_iqm/iqm_backend.py | 0.960602 | 0.599251 | iqm_backend.py | pypi |
"""Qiskit Backend Provider for IQM backends.
"""
from importlib.metadata import version
from functools import reduce
from typing import Optional, Union
from uuid import UUID
import warnings
from iqm_client import Circuit, HeraldingMode, Instruction, IQMClient
from iqm_client.util import to_json_dict
import numpy as np... | /qiskit-iqm-unstable-10.5.tar.gz/qiskit-iqm-unstable-10.5/src/qiskit_iqm/iqm_provider.py | 0.952541 | 0.308737 | iqm_provider.py | pypi |
"""Conversion tools from Qiskit to IQM representation.
"""
from __future__ import annotations
from dataclasses import dataclass
import re
from qiskit import QuantumCircuit as QiskitQuantumCircuit
from qiskit.circuit import Clbit
class InstructionNotSupportedError(RuntimeError):
"""Raised when a given instructio... | /qiskit-iqm-unstable-10.5.tar.gz/qiskit-iqm-unstable-10.5/src/qiskit_iqm/qiskit_to_iqm.py | 0.956319 | 0.81457 | qiskit_to_iqm.py | pypi |
from __future__ import annotations
from copy import deepcopy
from dataclasses import dataclass
from typing import Any, Optional, Union
from iqm_client import QuantumArchitectureSpecification
from qiskit import QuantumCircuit
from qiskit.providers import JobV1, Options
from qiskit_aer import AerSimulator
from qiskit_a... | /qiskit-iqm-unstable-10.5.tar.gz/qiskit-iqm-unstable-10.5/src/qiskit_iqm/fake_backends/iqm_fake_backend.py | 0.970757 | 0.623262 | iqm_fake_backend.py | pypi |
.. _User guide:
User guide
==========
This guide illustrates the main features of Qiskit on IQM. You are encouraged to run the demonstrated
code snippets and check the output yourself.
.. note::
At the moment IQM does not provide a quantum computing service open to the general public.
Please contact our `sale... | /qiskit-iqm-unstable-10.5.tar.gz/qiskit-iqm-unstable-10.5/docs/user_guide.rst | 0.932576 | 0.722967 | user_guide.rst | pypi |
"""Qiskit backend for IQM quantum computers.
"""
from __future__ import annotations
from abc import ABC
import re
from typing import Final, Optional
from iqm_client import QuantumArchitectureSpecification
from qiskit.circuit import Parameter
from qiskit.circuit.library import CZGate, IGate, Measure, RGate
from qiskit... | /qiskit_iqm-10.9-py3-none-any.whl/qiskit_iqm/iqm_backend.py | 0.960602 | 0.599251 | iqm_backend.py | pypi |
"""Qiskit Backend Provider for IQM backends.
"""
from importlib.metadata import PackageNotFoundError, version
from functools import reduce
from typing import Optional, Union
from uuid import UUID
import warnings
from iqm_client import Circuit, HeraldingMode, Instruction, IQMClient
from iqm_client.util import to_json_d... | /qiskit_iqm-10.9-py3-none-any.whl/qiskit_iqm/iqm_provider.py | 0.969371 | 0.352815 | iqm_provider.py | pypi |
"""Conversion tools from Qiskit to IQM representation.
"""
from __future__ import annotations
from dataclasses import dataclass
import re
from qiskit import QuantumCircuit as QiskitQuantumCircuit
from qiskit.circuit import Clbit
class InstructionNotSupportedError(RuntimeError):
"""Raised when a given instructio... | /qiskit_iqm-10.9-py3-none-any.whl/qiskit_iqm/qiskit_to_iqm.py | 0.956319 | 0.81457 | qiskit_to_iqm.py | pypi |
from __future__ import annotations
from copy import deepcopy
from dataclasses import dataclass
from itertools import permutations
from typing import Any, Optional, Union
from iqm_client import QuantumArchitectureSpecification
from qiskit import QuantumCircuit
from qiskit.providers import JobV1, Options
from qiskit_ae... | /qiskit_iqm-10.9-py3-none-any.whl/qiskit_iqm/fake_backends/iqm_fake_backend.py | 0.97362 | 0.602617 | iqm_fake_backend.py | pypi |
# qiskit-juqcs
> Qiskit provider for JUQCS (Juelich Universal Quantum Computer Simulator).
<!---[![NPM Version][npm-image]][npm-url]
[![Build Status][travis-image]][travis-url]
[![Downloads Stats][npm-downloads]][npm-url]--->
This package allows a user with valid [Judoor](https://judoor.fz-juelich.de/) credentials to... | /qiskit-juqcs-0.5.0.tar.gz/qiskit-juqcs-0.5.0/README.md | 0.454472 | 0.960435 | README.md | pypi |
from time import time
from datetime import datetime
from qiskit.providers import JobV1 as Job
from qiskit.providers.jobstatus import JobStatus
from qiskit import QuantumCircuit
from qiskit.result import Result
from qiskit.result.models import ExperimentResult
from juqcs.client import submit, save_log, PY_RUN
from ju... | /qiskit-juqcs-0.5.0.tar.gz/qiskit-juqcs-0.5.0/juqcs/job.py | 0.679604 | 0.267953 | job.py | pypi |
# Qiskit Machine Learning
[](https://opensource.org/licenses/Apache-2.0)<!--- long-description-skip-begin -->[
from qiskit.circuit import Parameter, QuantumCircuit
from qiskit.o... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/neural_networks/estimator_qnn.py | 0.947174 | 0.701627 | estimator_qnn.py | pypi |
"""An implementation of the effective dimension algorithm."""
import logging
import time
from typing import Union, List, Tuple
import numpy as np
from scipy.special import logsumexp
from qiskit.utils import algorithm_globals
from qiskit_machine_learning import QiskitMachineLearningError
from .estimator_qnn import Es... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/neural_networks/effective_dimension.py | 0.970992 | 0.779469 | effective_dimension.py | pypi |
from __future__ import annotations
from qiskit import QuantumCircuit
from qiskit.opflow import PauliSumOp, StateFn, OperatorBase, ExpectationBase
from qiskit.providers import Backend
from qiskit.utils import QuantumInstance, deprecate_function
from .opflow_qnn import OpflowQNN
from ..utils import derive_num_qubits_fe... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/neural_networks/two_layer_qnn.py | 0.948722 | 0.777215 | two_layer_qnn.py | pypi |
from typing import Optional, List
import numpy as np
from qiskit.exceptions import QiskitError
from qiskit.circuit import QuantumRegister, QuantumCircuit, ParameterVector, Instruction
from qiskit.circuit.library import BlueprintCircuit
class RawFeatureVector(BlueprintCircuit):
"""The raw feature vector circuit.
... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/circuit/library/raw_feature_vector.py | 0.967418 | 0.794385 | raw_feature_vector.py | pypi |
"""A base ML model with a Scikit-Learn like interface."""
from __future__ import annotations
from abc import abstractmethod
from typing import Callable
import numpy as np
from qiskit.algorithms.optimizers import Optimizer, SLSQP, OptimizerResult, Minimizer
from qiskit.utils import algorithm_globals
from qiskit_machi... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/algorithms/trainable_model.py | 0.974276 | 0.709132 | trainable_model.py | pypi |
"""An implementation of quantum neural network regressor."""
from __future__ import annotations
from typing import Callable
import numpy as np
from qiskit import QuantumCircuit
from qiskit.algorithms.optimizers import Optimizer, Minimizer
from qiskit.opflow import OperatorBase, PauliSumOp
from qiskit.primitives impor... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/algorithms/regressors/vqr.py | 0.959431 | 0.78838 | vqr.py | pypi |
"""An implementation of variational quantum classifier."""
from __future__ import annotations
from typing import Callable
import numpy as np
from qiskit import QuantumCircuit
from qiskit.providers import Backend
from qiskit.utils import QuantumInstance
from qiskit.algorithms.optimizers import Optimizer, OptimizerRes... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/algorithms/classifiers/vqc.py | 0.979315 | 0.826397 | vqc.py | pypi |
"""An implementation of quantum neural network classifier."""
from __future__ import annotations
from typing import Callable, cast
import numpy as np
import scipy.sparse
from qiskit.algorithms.optimizers import Optimizer, OptimizerResult, Minimizer
from scipy.sparse import spmatrix
from sklearn.base import Classifie... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/algorithms/classifiers/neural_network_classifier.py | 0.973919 | 0.655949 | neural_network_classifier.py | pypi |
from typing import Optional, List, Tuple
from abc import ABC, abstractmethod
import numpy as np
from qiskit.utils import QuantumInstance
from ....deprecation import deprecate_function
class GenerativeNetwork(ABC):
"""
Base class for generative Quantum and Classical Neural Networks.
This method should in... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/algorithms/distribution_learners/qgan/generative_network.py | 0.926474 | 0.564098 | generative_network.py | pypi |
from typing import List, Iterable, Optional, Dict
from abc import ABC, abstractmethod
import numpy as np
from qiskit.utils import QuantumInstance
from ....deprecation import deprecate_function
class DiscriminativeNetwork(ABC):
"""
Base class for discriminative Quantum or Classical Neural Networks.
Thi... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/algorithms/distribution_learners/qgan/discriminative_network.py | 0.937939 | 0.546194 | discriminative_network.py | pypi |
from typing import Optional, Union, List, Dict, Any, Callable
from types import FunctionType
import csv
import os
import logging
import numpy as np
from scipy.stats import entropy
from qiskit.circuit import QuantumCircuit
from qiskit.providers import Backend
from qiskit.utils import QuantumInstance, algorithm_globals... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/algorithms/distribution_learners/qgan/qgan.py | 0.94783 | 0.637468 | qgan.py | pypi |
from typing import Dict, Any, Iterable, Optional, Sequence, cast
import os
import numpy as np
from qiskit.utils import QuantumInstance
import qiskit_machine_learning.optionals as _optionals
from ....deprecation import deprecate_function
from .discriminative_network import DiscriminativeNetwork
@_optionals.HAS_TORCH.r... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/algorithms/distribution_learners/qgan/pytorch_discriminator.py | 0.952198 | 0.37088 | pytorch_discriminator.py | pypi |
import builtins
from typing import Dict, Any
import os
import numpy as np
from qiskit.utils import algorithm_globals
from qiskit.algorithms.optimizers import ADAM
from ....deprecation import deprecate_function
from .discriminative_network import DiscriminativeNetwork
# pylint: disable=invalid-name
class Discrimina... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/algorithms/distribution_learners/qgan/numpy_discriminator.py | 0.882725 | 0.426441 | numpy_discriminator.py | pypi |
"""Trainable Quantum Kernel"""
from __future__ import annotations
from abc import ABC
from typing import Mapping, Sequence
import numpy as np
from qiskit.circuit import Parameter, ParameterVector
from qiskit.circuit.parameterexpression import ParameterValueType
from .base_kernel import BaseKernel
class TrainableK... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/kernels/trainable_kernel.py | 0.944331 | 0.621254 | trainable_kernel.py | pypi |
from __future__ import annotations
from typing import Sequence
import numpy as np
from qiskit import QuantumCircuit
from qiskit.algorithms.state_fidelities import BaseStateFidelity
from qiskit.circuit import Parameter, ParameterVector
from .fidelity_quantum_kernel import FidelityQuantumKernel, KernelIndices
from .tr... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/kernels/trainable_fidelity_quantum_kernel.py | 0.966307 | 0.851521 | trainable_fidelity_quantum_kernel.py | pypi |
from __future__ import annotations
from abc import abstractmethod, ABC
import numpy as np
from qiskit import QuantumCircuit
from qiskit.circuit.library import ZZFeatureMap
class BaseKernel(ABC):
r"""
An abstract definition of the quantum kernel interface.
The general task of machine learning is to find... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/kernels/base_kernel.py | 0.959011 | 0.872075 | base_kernel.py | pypi |
"""Fidelity Statevector Kernel"""
from __future__ import annotations
from functools import lru_cache
from typing import Type, TypeVar
import numpy as np
from qiskit import QuantumCircuit
from qiskit.quantum_info import Statevector
from qiskit.utils import algorithm_globals
from .base_kernel import BaseKernel
SV ... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/kernels/fidelity_statevector_kernel.py | 0.96433 | 0.858778 | fidelity_statevector_kernel.py | pypi |
"""Quantum Kernel Trainer"""
from __future__ import annotations
import copy
from functools import partial
from typing import Sequence
import numpy as np
from qiskit.utils.algorithm_globals import algorithm_globals
from qiskit.algorithms.optimizers import Optimizer, SPSA, Minimizer
from qiskit.algorithms.variational... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/kernels/algorithms/quantum_kernel_trainer.py | 0.970729 | 0.619932 | quantum_kernel_trainer.py | pypi |
from typing import Union, Tuple
import itertools as it
from functools import reduce
import numpy as np
from qiskit.utils import algorithm_globals, optionals
from qiskit_machine_learning.datasets.dataset_helper import (
features_and_labels_transform,
)
def ad_hoc_data(
training_size: int,
test_size: int,
... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/datasets/ad_hoc.py | 0.930891 | 0.746878 | ad_hoc.py | pypi |
from copy import deepcopy
from typing import Dict, List, Tuple
import numpy as np
from sklearn import preprocessing
def discretize_and_truncate(
data,
min_max_bin_centers,
num_qubits,
return_data_grid_elements=False,
return_prob=False,
prob_non_zero=True,
):
"""
Discretize & truncate ... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/datasets/dataset_helper.py | 0.902497 | 0.674838 | dataset_helper.py | pypi |
"""Helper functions to adjust number of qubits."""
from __future__ import annotations
from typing import Tuple
from qiskit import QuantumCircuit
from qiskit.circuit.library import RealAmplitudes, ZFeatureMap, ZZFeatureMap
from qiskit_machine_learning import QiskitMachineLearningError
# pylint: disable=invalid-name... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/utils/adjust_num_qubits.py | 0.961217 | 0.877372 | adjust_num_qubits.py | pypi |
from abc import ABC, abstractmethod
from typing import Sequence
import numpy as np
from sklearn.svm import SVC
# Prevent circular dependencies caused from type checking
from ...kernels import TrainableKernel
class KernelLoss(ABC):
"""
Abstract base class for computing the loss of a kernel function.
Unli... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/utils/loss_functions/kernel_loss_functions.py | 0.96741 | 0.838415 | kernel_loss_functions.py | pypi |
from abc import ABC, abstractmethod
import numpy as np
from ...exceptions import QiskitMachineLearningError
class Loss(ABC):
"""
Abstract base class for computing Loss.
"""
def __call__(self, predict: np.ndarray, target: np.ndarray) -> np.ndarray:
"""
This method calls the ``evaluat... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/utils/loss_functions/loss_functions.py | 0.968448 | 0.927888 | loss_functions.py | pypi |
import base64
from typing import Any, Callable, Dict, Optional, Union, List
import warnings
import dill
from qiskit.exceptions import QiskitError
from qiskit.providers import Provider
from qiskit.providers.backend import Backend
from qiskit_machine_learning.deprecation import warn_deprecated, deprecate_function, Depre... | /qiskit-machine-learning-0.6.1.tar.gz/qiskit-machine-learning-0.6.1/qiskit_machine_learning/runtime/torch_runtime_client.py | 0.941021 | 0.477554 | torch_runtime_client.py | pypi |
# Qiskit Metal
[](https://opensource.org/licenses/Apache-2.0)<!--- long-description-skip-begin -->[](https://github.com/Qiskit/qiskit... | /qiskit_metal-0.1.2.tar.gz/qiskit_metal-0.1.2/README.md | 0.591723 | 0.971156 | README.md | pypi |
import numpy as np
from math import *
from scipy.special import ellipk
__all__ = ['kappa_in']
def kappa_in(*argv):
"""A simple calculator for the kappa value of a readout resonator.
Args:
freq (float): The frequency of interest, in Hz
C_in (float): Effective capacitance between CPW and envir... | /qiskit_metal-0.1.2.tar.gz/qiskit_metal-0.1.2/qiskit_metal/analyses/em/kappa_calculation.py | 0.768646 | 0.586168 | kappa_calculation.py | pypi |
import sequencing as seq
import numpy as np
import scqubits as scq
from typing import List
from qiskit_metal.analyses.quantization.lom_core_analysis import CompositeSystem, Subsystem
from qiskit_metal.analyses.quantization.lom_extensions import LOM_SUBSYSTEM_TO_SEQ_MODE, to_external_system
def lom_composite_sys_to_s... | /qiskit_metal-0.1.2.tar.gz/qiskit_metal-0.1.2/qiskit_metal/analyses/quantization/lom_time_evolution_sim.py | 0.572484 | 0.399343 | lom_time_evolution_sim.py | pypi |
from __future__ import annotations
import numpy as np
from pyscf import ao2mo
from qiskit_nature.second_q.algorithms import GroundStateSolver
from qiskit_nature.second_q.hamiltonians import ElectronicEnergy
from qiskit_nature.second_q.operators.tensor_ordering import IndexType, to_chemist_ordering
from qiskit_nature... | /qiskit_nature_pyscf-0.2.0-py3-none-any.whl/qiskit_nature_pyscf/qiskit_solver.py | 0.923691 | 0.654384 | qiskit_solver.py | pypi |
from __future__ import annotations
import logging
import numpy as np
from pyscf import fci
from qiskit.quantum_info import SparsePauliOp
from qiskit_nature.second_q.algorithms import GroundStateSolver
from qiskit_nature.second_q.operators import SparseLabelOp
from qiskit_nature.second_q.operators.tensor_ordering impo... | /qiskit_nature_pyscf-0.2.0-py3-none-any.whl/qiskit_nature_pyscf/pyscf_ground_state_solver.py | 0.929792 | 0.656452 | pyscf_ground_state_solver.py | pypi |
# Qiskit Nature
[](https://opensource.org/licenses/Apache-2.0)<!--- long-description-skip-begin -->[](https://githu... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/README.md | 0.824214 | 0.970576 | README.md | pypi |
from typing import Optional, Dict, List
import os
import sys
import logging as python_logging
class _DefaultStreamHandler(python_logging.StreamHandler):
"""Default stream Handler"""
def __init__(self):
"""
Initialize the handler.
"""
super().__init__(stream=sys.stdout)
... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/logging.py | 0.815747 | 0.317876 | logging.py | pypi |
from __future__ import annotations
import warnings
class ListAuxOpsDeprecationWarning(DeprecationWarning):
"""Deprecation Category for List-based aux. operators."""
pass
class PauliSumOpDeprecationWarning(DeprecationWarning):
"""Deprecation Category for PauliSumOp."""
pass
class QiskitNatureSet... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/settings.py | 0.930766 | 0.375735 | settings.py | pypi |
from typing import Optional, Callable, Iterable, Union
import shutil
from qiskit.utils import LazyImportTester, LazySubprocessTester
class NatureLazySubprocessTester(LazySubprocessTester):
"""A lazy checker that a command-line tool is available.
First it checks with `shutil.which`.
Then it will run the co... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/optionals.py | 0.91061 | 0.299361 | optionals.py | pypi |
from typing import Dict, Generator, Generic, Iterable, Optional, Tuple, TypeVar, Union
from qiskit.algorithms.minimum_eigen_solvers.minimum_eigen_solver import (
ListOrDict as ListOrDictType,
)
from qiskit_nature.deprecation import warn_deprecated, DeprecatedType, NatureDeprecationWarning
# pylint: disable=invalid... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/list_or_dict.py | 0.934035 | 0.482429 | list_or_dict.py | pypi |
from __future__ import annotations
import importlib
import logging
import sys
from pathlib import Path
from typing import Generator
import h5py
from qiskit_nature.exceptions import QiskitNatureError
from qiskit_nature.deprecation import deprecate_function
if sys.version_info >= (3, 8):
# pylint: disable=no-name... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/hdf5.py | 0.823257 | 0.478163 | hdf5.py | pypi |
from __future__ import annotations
import re
from collections import defaultdict
from collections.abc import Iterable, Iterator
from itertools import product
from typing import Optional, Union, cast
import numpy as np
from scipy.sparse import csc_matrix
from qiskit_nature.deprecation import deprecate_function
from q... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/operators/second_quantization/fermionic_op.py | 0.887406 | 0.540318 | fermionic_op.py | pypi |
from __future__ import annotations
from typing import Optional
import numpy as np
import scipy.linalg
from qiskit.quantum_info.operators.mixins import TolerancesMixin
from qiskit_nature.operators.second_quantization.fermionic_op import FermionicOp
def _is_hermitian(mat: np.ndarray, rtol: float = 1e-5, atol: float =... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/operators/second_quantization/quadratic_hamiltonian.py | 0.919444 | 0.685041 | quadratic_hamiltonian.py | pypi |
from enum import Enum
from typing import List, Tuple
import numpy as np
from qiskit.opflow import PauliSumOp
from qiskit.quantum_info.operators import Pauli, SparsePauliOp
from qiskit_nature.operators.second_quantization import FermionicOp
from .fermionic_mapper import FermionicMapper
class BravyiKitaevSuperFastMapp... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/mappers/second_quantization/bksf.py | 0.975018 | 0.698479 | bksf.py | pypi |
from abc import ABC, abstractmethod
from typing import List, Tuple
from qiskit.opflow import PauliSumOp
from qiskit.quantum_info.operators import Pauli, SparsePauliOp
from qiskit_nature import QiskitNatureError
from qiskit_nature.operators.second_quantization import SecondQuantizedOp
from qiskit_nature.operators.seco... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/mappers/second_quantization/qubit_mapper.py | 0.906601 | 0.811489 | qubit_mapper.py | pypi |
import operator
from fractions import Fraction
from functools import reduce
from typing import List, Union, Tuple
import numpy as np
from qiskit.opflow import PauliSumOp
from qiskit.quantum_info.operators import SparsePauliOp, Operator
from qiskit_nature.operators.second_quantization import SpinOp
from .spin_mapper ... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/mappers/second_quantization/logarithmic_mapper.py | 0.956452 | 0.696468 | logarithmic_mapper.py | pypi |
import numpy as np
from qiskit.opflow import PauliSumOp
from qiskit.quantum_info.operators import Pauli
from qiskit_nature.operators.second_quantization import FermionicOp
from .fermionic_mapper import FermionicMapper
from .qubit_mapper import QubitMapper
class BravyiKitaevMapper(FermionicMapper): # pylint: disabl... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/mappers/second_quantization/bravyi_kitaev_mapper.py | 0.878308 | 0.60996 | bravyi_kitaev_mapper.py | pypi |
from __future__ import annotations
import numpy as np
from qiskit import QuantumRegister, QuantumCircuit
from qiskit.opflow import PauliSumOp
from qiskit.utils.validation import validate_min
from qiskit_nature.operators.second_quantization import FermionicOp
from qiskit_nature.converters.second_quantization import Q... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/circuit/library/initial_states/hartree_fock.py | 0.948799 | 0.828002 | hartree_fock.py | pypi |
from typing import Optional, Sequence
import numpy as np
from qiskit import QuantumCircuit, QuantumRegister
from qiskit_nature.converters.second_quantization import QubitConverter
from qiskit_nature.mappers.second_quantization import JordanWignerMapper
from .utils.givens_rotations import _prepare_fermionic_gaussian_s... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/circuit/library/initial_states/fermionic_gaussian_state.py | 0.948082 | 0.78316 | fermionic_gaussian_state.py | pypi |
from __future__ import annotations
import logging
import numpy as np
from qiskit import QuantumRegister, QuantumCircuit
from qiskit.opflow import PauliSumOp
from qiskit_nature.mappers.second_quantization import DirectMapper
from qiskit_nature.converters.second_quantization import QubitConverter
from qiskit_nature.op... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/circuit/library/initial_states/vscf.py | 0.912346 | 0.730422 | vscf.py | pypi |
from typing import Optional
import numpy as np
from qiskit import QuantumCircuit, QuantumRegister
from qiskit_nature.converters.second_quantization import QubitConverter
from qiskit_nature.mappers.second_quantization import JordanWignerMapper
from .utils.givens_rotations import _prepare_slater_determinant_jw
def _r... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/circuit/library/initial_states/slater_determinant.py | 0.95511 | 0.82559 | slater_determinant.py | pypi |
from typing import Optional, Tuple
from qiskit.circuit import QuantumCircuit
from qiskit_nature.converters.second_quantization import QubitConverter
from .ucc import UCC
class UCCSD(UCC):
"""The UCCSD Ansatz.
This is a convenience subclass of the UCC Ansatz. For more information refer to :class:`UCC`.
"... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/circuit/library/ansatzes/uccsd.py | 0.950018 | 0.60842 | uccsd.py | pypi |
from typing import List, Optional, Tuple
import itertools
import logging
from qiskit.circuit import QuantumCircuit
from qiskit_nature import QiskitNatureError
from qiskit_nature.converters.second_quantization import QubitConverter
from .ucc import UCC
from .utils.fermionic_excitation_generator import (
generate_... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/circuit/library/ansatzes/succd.py | 0.891386 | 0.685959 | succd.py | pypi |
from typing import Any, List, Optional, Tuple
import numpy as np
from qiskit import QuantumRegister, QuantumCircuit
from qiskit.circuit.library import BlueprintCircuit
from qiskit.circuit import ParameterVector
class CHC(BlueprintCircuit):
"""This trial wavefunction is the Compact Heuristic for vibrational Che... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/circuit/library/ansatzes/chc.py | 0.955173 | 0.693071 | chc.py | pypi |
from typing import List, Optional, Tuple
import logging
from qiskit.circuit import QuantumCircuit
from qiskit_nature import QiskitNatureError
from qiskit_nature.converters.second_quantization import QubitConverter
from .ucc import UCC
from .utils.fermionic_excitation_generator import (
generate_fermionic_excitat... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/circuit/library/ansatzes/puccd.py | 0.949383 | 0.696184 | puccd.py | pypi |
from typing import Any, List, Tuple
import itertools
import logging
import operator
logger = logging.getLogger(__name__)
def generate_vibration_excitations(
num_excitations: int,
num_modals: List[int],
) -> List[Tuple[Tuple[Any, ...], ...]]:
"""Generates all possible excitations with the given number of... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/circuit/library/ansatzes/utils/vibration_excitation_generator.py | 0.914042 | 0.551996 | vibration_excitation_generator.py | pypi |
from __future__ import annotations
import numpy as np
from qiskit_nature.exceptions import QiskitNatureError
from qiskit_nature.circuit.library import UVCC
from qiskit_nature.properties.second_quantization.second_quantized_property import (
GroupedSecondQuantizedProperty,
)
from .initial_point import InitialPoin... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/algorithms/initial_points/vscf_initial_point.py | 0.950007 | 0.672483 | vscf_initial_point.py | pypi |
from __future__ import annotations
import warnings
import numpy as np
from qiskit_nature.circuit.library import UCC
from qiskit_nature.properties.second_quantization.electronic import ElectronicEnergy
from qiskit_nature.properties.second_quantization.second_quantized_property import (
GroupedSecondQuantizedPrope... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/algorithms/initial_points/hf_initial_point.py | 0.945368 | 0.675015 | hf_initial_point.py | pypi |
from __future__ import annotations
from dataclasses import dataclass
import numpy as np
from qiskit_nature.exceptions import QiskitNatureError
from qiskit_nature.circuit.library import UCC
from qiskit_nature.properties.second_quantization.electronic import ElectronicEnergy
from qiskit_nature.properties.second_quanti... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/algorithms/initial_points/mp2_initial_point.py | 0.950146 | 0.707101 | mp2_initial_point.py | pypi |
from abc import ABC, abstractmethod
from typing import Optional, List, Dict, Union, cast, Iterable
import numpy as np
from sklearn import linear_model
from sklearn.decomposition import PCA, KernelPCA
from qiskit_nature.exceptions import QiskitNatureError
class Extrapolator(ABC):
"""
This class is based on pe... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/algorithms/pes_samplers/extrapolator.py | 0.971402 | 0.873808 | extrapolator.py | pypi |
from typing import List, Optional, Tuple
import numpy as np
from scipy.optimize import curve_fit
from qiskit_nature.algorithms.pes_samplers.potentials.potential_base import (
PotentialBase,
)
from qiskit_nature.drivers import Molecule
import qiskit_nature.constants as const
class MorsePotential(PotentialBase):
... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/algorithms/pes_samplers/potentials/morse_potential.py | 0.970569 | 0.808635 | morse_potential.py | pypi |
from abc import ABC, abstractmethod
from typing import Tuple, List, Optional
from qiskit_nature.drivers import Molecule
class EnergySurfaceBase(ABC):
"""Class to hold a potential energy surface"""
@abstractmethod
def eval(self, x: float) -> float:
"""
After fitting the data to the fit fun... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/algorithms/pes_samplers/potentials/potential_base.py | 0.972467 | 0.845241 | potential_base.py | pypi |
from typing import Tuple, List, Optional, Callable, Any
import scipy.interpolate as interp
from scipy.optimize import minimize_scalar
from .potential_base import EnergySurfaceBase
class EnergySurface1DSpline(EnergySurfaceBase):
"""A simple cubic spline interpolation for the potential energy surface."""
def _... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/algorithms/pes_samplers/potentials/energy_surface_spline.py | 0.977382 | 0.648981 | energy_surface_spline.py | pypi |
from typing import Optional, List, Tuple, Union
import copy
import re
import logging
import numpy as np
from qiskit.algorithms import VQE
from qiskit.circuit import QuantumCircuit
from qiskit.opflow import OperatorBase, PauliSumOp, CircuitSampler
from qiskit.opflow.gradients import GradientBase, Gradient
from qiskit... | /qiskit-nature-0.6.2.tar.gz/qiskit-nature-0.6.2/qiskit_nature/algorithms/ground_state_solvers/adapt_vqe.py | 0.95979 | 0.793706 | adapt_vqe.py | pypi |
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