All modules for which code is available

• pennylane
• pennylane._grad
• pennylane.about
• pennylane.boolean_fn
• pennylane.capture.capture_measurements
• pennylane.capture.capture_operators
• pennylane.capture.capture_qnode
• pennylane.capture.flatfn
• pennylane.capture.make_plxpr
• pennylane.circuit_graph
• pennylane.compiler.compiler
• pennylane.compiler.qjit_api
• pennylane.configuration
• pennylane.data.attributes.array
• pennylane.data.attributes.dictionary
• pennylane.data.attributes.json
• pennylane.data.attributes.list
• pennylane.data.attributes.molecule
• pennylane.data.attributes.none
• pennylane.data.attributes.operator.operator
• pennylane.data.attributes.scalar
• pennylane.data.attributes.sparse_array
• pennylane.data.attributes.string
• pennylane.data.attributes.tuple
• pennylane.data.base.attribute
• pennylane.data.base.dataset
• pennylane.data.base.mapper
• pennylane.data.data_manager
• pennylane.data.data_manager.graphql
• pennylane.debugging.debugger
• pennylane.debugging.snapshot
• pennylane.devices._legacy_device
• pennylane.devices._qubit_device
• pennylane.devices._qutrit_device
• pennylane.devices.default_clifford
• pennylane.devices.default_gaussian
• pennylane.devices.default_mixed
• pennylane.devices.default_qubit
• pennylane.devices.default_qutrit
• pennylane.devices.default_qutrit_mixed
• pennylane.devices.default_tensor
• pennylane.devices.device_api
• pennylane.devices.device_constructor
• pennylane.devices.execution_config
• pennylane.devices.legacy_facade
• pennylane.devices.modifiers.simulator_tracking
• pennylane.devices.modifiers.single_tape_support
• pennylane.devices.null_qubit
• pennylane.devices.preprocess
• pennylane.devices.qubit.adjoint_jacobian
• pennylane.devices.qubit.apply_operation
• pennylane.devices.qubit.initialize_state
• pennylane.devices.qubit.measure
• pennylane.devices.qubit.sampling
• pennylane.devices.qubit.simulate
• pennylane.devices.qutrit_mixed.apply_operation
• pennylane.devices.qutrit_mixed.initialize_state
• pennylane.devices.qutrit_mixed.measure
• pennylane.devices.qutrit_mixed.sampling
• pennylane.devices.qutrit_mixed.simulate
• pennylane.devices.reference_qubit
• pennylane.devices.tests
• pennylane.drawer.draw
• pennylane.drawer.mpldrawer
• pennylane.drawer.style
• pennylane.drawer.tape_mpl
• pennylane.drawer.tape_text
• pennylane.fermi.conversion
• pennylane.fermi.fermionic
• pennylane.fourier.circuit_spectrum
• pennylane.fourier.coefficients
• pennylane.fourier.qnode_spectrum
• pennylane.fourier.reconstruct
• pennylane.fourier.utils
• pennylane.fourier.visualize
• pennylane.gradients.adjoint_metric_tensor
• pennylane.gradients.classical_jacobian
• pennylane.gradients.finite_difference
• pennylane.gradients.fisher
• pennylane.gradients.general_shift_rules
• pennylane.gradients.hadamard_gradient
• pennylane.gradients.jvp
• pennylane.gradients.metric_tensor
• pennylane.gradients.parameter_shift
• pennylane.gradients.parameter_shift_cv
• pennylane.gradients.parameter_shift_hessian
• pennylane.gradients.pulse_gradient
• pennylane.gradients.pulse_gradient_odegen
• pennylane.gradients.spsa_gradient
• pennylane.gradients.vjp
• pennylane.io
• pennylane.kernels.cost_functions
• pennylane.kernels.postprocessing
• pennylane.kernels.utils
• pennylane.logging.configuration
• pennylane.logging.filter
• pennylane.logging.formatters.formatter
• pennylane.math
• pennylane.math.fidelity
• pennylane.math.is_independent
• pennylane.math.matrix_manipulation
• pennylane.math.multi_dispatch
• pennylane.math.quantum
• pennylane.math.utils
• pennylane.measurements.classical_shadow
• pennylane.measurements.counts
• pennylane.measurements.expval
• pennylane.measurements.measurements
• pennylane.measurements.mid_measure
• pennylane.measurements.mutual_info
• pennylane.measurements.probs
• pennylane.measurements.purity
• pennylane.measurements.sample
• pennylane.measurements.shots
• pennylane.measurements.state
• pennylane.measurements.var
• pennylane.measurements.vn_entropy
• pennylane.noise.conditionals
• pennylane.noise.noise_model
• pennylane.numpy.tensor
• pennylane.numpy.wrapper
• pennylane.operation
• pennylane.ops.channel
• pennylane.ops.cv
• pennylane.ops.functions.assert_valid
• pennylane.ops.functions.commutator
• pennylane.ops.functions.dot
• pennylane.ops.functions.eigvals
• pennylane.ops.functions.equal
• pennylane.ops.functions.evolve
• pennylane.ops.functions.generator
• pennylane.ops.functions.is_commuting
• pennylane.ops.functions.is_hermitian
• pennylane.ops.functions.is_unitary
• pennylane.ops.functions.iterative_qpe
• pennylane.ops.functions.map_wires
• pennylane.ops.functions.matrix
• pennylane.ops.functions.simplify
• pennylane.ops.identity
• pennylane.ops.meta
• pennylane.ops.op_math.adjoint
• pennylane.ops.op_math.composite
• pennylane.ops.op_math.condition
• pennylane.ops.op_math.controlled
• pennylane.ops.op_math.controlled_decompositions
• pennylane.ops.op_math.controlled_ops
• pennylane.ops.op_math.decompositions.single_qubit_unitary
• pennylane.ops.op_math.decompositions.solovay_kitaev
• pennylane.ops.op_math.decompositions.two_qubit_unitary
• pennylane.ops.op_math.evolution
• pennylane.ops.op_math.exp
• pennylane.ops.op_math.linear_combination
• pennylane.ops.op_math.pow
• pennylane.ops.op_math.prod
• pennylane.ops.op_math.sprod
• pennylane.ops.op_math.sum
• pennylane.ops.op_math.symbolicop
• pennylane.ops.qubit.arithmetic_ops
• pennylane.ops.qubit.attributes
• pennylane.ops.qubit.hamiltonian
• pennylane.ops.qubit.matrix_ops
• pennylane.ops.qubit.non_parametric_ops
• pennylane.ops.qubit.observables
• pennylane.ops.qubit.parametric_ops_multi_qubit
• pennylane.ops.qubit.parametric_ops_single_qubit
• pennylane.ops.qubit.qchem_ops
• pennylane.ops.qubit.special_unitary
• pennylane.ops.qubit.state_preparation
• pennylane.ops.qutrit.channel
• pennylane.ops.qutrit.matrix_ops
• pennylane.ops.qutrit.non_parametric_ops
• pennylane.ops.qutrit.observables
• pennylane.ops.qutrit.parametric_ops
• pennylane.ops.qutrit.state_preparation
• pennylane.optimize.adagrad
• pennylane.optimize.adam
• pennylane.optimize.adaptive
• pennylane.optimize.gradient_descent
• pennylane.optimize.momentum
• pennylane.optimize.momentum_qng
• pennylane.optimize.nesterov_momentum
• pennylane.optimize.qng
• pennylane.optimize.qnspsa
• pennylane.optimize.riemannian_gradient
• pennylane.optimize.rms_prop
• pennylane.optimize.rotoselect
• pennylane.optimize.rotosolve
• pennylane.optimize.shot_adaptive
• pennylane.optimize.spsa
• pennylane.pauli.conversion
• pennylane.pauli.dla.center
• pennylane.pauli.dla.lie_closure
• pennylane.pauli.dla.structure_constants
• pennylane.pauli.grouping.graph_colouring
• pennylane.pauli.grouping.group_observables
• pennylane.pauli.grouping.optimize_measurements
• pennylane.pauli.pauli_arithmetic
• pennylane.pauli.pauli_interface
• pennylane.pauli.utils
• pennylane.pulse.convenience_functions
• pennylane.pulse.parametrized_evolution
• pennylane.pulse.parametrized_hamiltonian
• pennylane.pulse.rydberg
• pennylane.pulse.transmon
• pennylane.pytrees.pytrees
• pennylane.qaoa.cost
• pennylane.qaoa.cycle
• pennylane.qaoa.layers
• pennylane.qaoa.mixers
• pennylane.qchem.basis_data
• pennylane.qchem.basis_set
• pennylane.qchem.convert
• pennylane.qchem.convert_openfermion
• pennylane.qchem.dipole
• pennylane.qchem.factorization
• pennylane.qchem.givens_decomposition
• pennylane.qchem.hamiltonian
• pennylane.qchem.hartree_fock
• pennylane.qchem.integrals
• pennylane.qchem.matrices
• pennylane.qchem.molecule
• pennylane.qchem.number
• pennylane.qchem.observable_hf
• pennylane.qchem.openfermion_pyscf
• pennylane.qchem.spin
• pennylane.qchem.structure
• pennylane.qchem.tapering
• pennylane.qcut.cutcircuit
• pennylane.qcut.cutcircuit_mc
• pennylane.qcut.cutstrategy
• pennylane.qcut.kahypar
• pennylane.qcut.processing
• pennylane.qcut.tapes
• pennylane.qcut.utils
• pennylane.qinfo.transforms
• pennylane.qnn.keras
• pennylane.qnn.torch
• pennylane.queuing
• pennylane.registers
• pennylane.resource.error.error
• pennylane.resource.first_quantization
• pennylane.resource.measurement
• pennylane.resource.resource
• pennylane.resource.second_quantization
• pennylane.resource.specs
• pennylane.shadows.classical_shadow
• pennylane.shadows.transforms
• pennylane.spin.lattice
• pennylane.spin.spin_hamiltonian
• pennylane.tape.operation_recorder
• pennylane.tape.qscript
• pennylane.tape.tape
• pennylane.templates.broadcast
• pennylane.templates.embeddings.amplitude
• pennylane.templates.embeddings.angle
• pennylane.templates.embeddings.basis
• pennylane.templates.embeddings.displacement
• pennylane.templates.embeddings.iqp
• pennylane.templates.embeddings.qaoaembedding
• pennylane.templates.embeddings.squeezing
• pennylane.templates.layer
• pennylane.templates.layers.basic_entangler
• pennylane.templates.layers.cv_neural_net
• pennylane.templates.layers.gate_fabric
• pennylane.templates.layers.particle_conserving_u1
• pennylane.templates.layers.particle_conserving_u2
• pennylane.templates.layers.random
• pennylane.templates.layers.simplified_two_design
• pennylane.templates.layers.strongly_entangling
• pennylane.templates.state_preparations.arbitrary_state_preparation
• pennylane.templates.state_preparations.basis
• pennylane.templates.state_preparations.basis_qutrit
• pennylane.templates.state_preparations.cosine_window
• pennylane.templates.state_preparations.mottonen
• pennylane.templates.subroutines.adder
• pennylane.templates.subroutines.all_singles_doubles
• pennylane.templates.subroutines.amplitude_amplification
• pennylane.templates.subroutines.approx_time_evolution
• pennylane.templates.subroutines.aqft
• pennylane.templates.subroutines.arbitrary_unitary
• pennylane.templates.subroutines.basis_rotation
• pennylane.templates.subroutines.commuting_evolution
• pennylane.templates.subroutines.controlled_sequence
• pennylane.templates.subroutines.fable
• pennylane.templates.subroutines.fermionic_double_excitation
• pennylane.templates.subroutines.fermionic_single_excitation
• pennylane.templates.subroutines.flip_sign
• pennylane.templates.subroutines.grover
• pennylane.templates.subroutines.hilbert_schmidt
• pennylane.templates.subroutines.interferometer
• pennylane.templates.subroutines.kupccgsd
• pennylane.templates.subroutines.mod_exp
• pennylane.templates.subroutines.multiplier
• pennylane.templates.subroutines.out_adder
• pennylane.templates.subroutines.out_multiplier
• pennylane.templates.subroutines.out_poly
• pennylane.templates.subroutines.permute
• pennylane.templates.subroutines.phase_adder
• pennylane.templates.subroutines.prepselprep
• pennylane.templates.subroutines.qdrift
• pennylane.templates.subroutines.qft
• pennylane.templates.subroutines.qmc
• pennylane.templates.subroutines.qpe
• pennylane.templates.subroutines.qrom
• pennylane.templates.subroutines.qsvt
• pennylane.templates.subroutines.qubitization
• pennylane.templates.subroutines.reflection
• pennylane.templates.subroutines.select
• pennylane.templates.subroutines.trotter
• pennylane.templates.subroutines.uccsd
• pennylane.templates.swapnetworks.ccl2
• pennylane.templates.tensornetworks.mera
• pennylane.templates.tensornetworks.mps
• pennylane.templates.tensornetworks.ttn
• pennylane.tracker
• pennylane.transforms.add_noise
• pennylane.transforms.batch_input
• pennylane.transforms.batch_params
• pennylane.transforms.batch_partial
• pennylane.transforms.broadcast_expand
• pennylane.transforms.commutation_dag
• pennylane.transforms.compile
• pennylane.transforms.convert_to_numpy_parameters
• pennylane.transforms.core.transform
• pennylane.transforms.core.transform_dispatcher
• pennylane.transforms.core.transform_program
• pennylane.transforms.decompose
• pennylane.transforms.decompositions.clifford_t_transform
• pennylane.transforms.defer_measurements
• pennylane.transforms.diagonalize_measurements
• pennylane.transforms.dynamic_one_shot
• pennylane.transforms.insert_ops
• pennylane.transforms.mitigate
• pennylane.transforms.optimization.cancel_inverses
• pennylane.transforms.optimization.commute_controlled
• pennylane.transforms.optimization.merge_amplitude_embedding
• pennylane.transforms.optimization.merge_rotations
• pennylane.transforms.optimization.pattern_matching
• pennylane.transforms.optimization.remove_barrier
• pennylane.transforms.optimization.single_qubit_fusion
• pennylane.transforms.optimization.undo_swaps
• pennylane.transforms.qmc
• pennylane.transforms.sign_expand.sign_expand
• pennylane.transforms.split_non_commuting
• pennylane.transforms.split_to_single_terms
• pennylane.transforms.tape_expand
• pennylane.transforms.transpile
• pennylane.transforms.unitary_to_rot
• pennylane.transforms.zx.converter
• pennylane.utils
• pennylane.wires
• pennylane.workflow.construct_batch
• pennylane.workflow.construct_tape
• pennylane.workflow.execution
• pennylane.workflow.get_best_diff_method
• pennylane.workflow.interfaces.autograd
• pennylane.workflow.interfaces.jax
• pennylane.workflow.interfaces.jax_jit
• pennylane.workflow.interfaces.tensorflow
• pennylane.workflow.interfaces.tensorflow_autograph
• pennylane.workflow.interfaces.torch
• pennylane.workflow.jacobian_products
• pennylane.workflow.qnode
• pennylane.workflow.set_shots
• time

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