tensorcircuit-ng
Next-gen AI-native tensor-network-based quantum software framework
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- qml_jd.py
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- qml_tfquantum.py
- utils.py
- vqe_pennylane.py
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- README.md
- requirements.txt
- Dockerfile
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- ensemble.rst
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- finance.rst
- graphdata.rst
- layers.rst
- optimization.rst
- physics.rst
- utils.rst
- vags.rst
- van.rst
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- backend_factory.rst
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- pytorch_backend.rst
- tensorflow_backend.rst
- abstraction.rst
- apis.rst
- config.rst
- local.rst
- quafu_provider.rst
- tencent.rst
- tianyan.rst
- utils.rst
- wrapper.rst
- composed_compiler.rst
- qiskit_compiler.rst
- simple_compiler.rst
- symbolic_compiler.rst
- jax.rst
- numpy.rst
- scipy.rst
- tensorflow.rst
- tensortrans.rst
- torch.rst
- benchmark_circuits.rst
- qem_methods.rst
- counts.rst
- qem.rst
- readout_mitigation.rst
- ansatz.rst
- blocks.rst
- chems.rst
- conversions.rst
- dataset.rst
- graphs.rst
- hamiltonians.rst
- lattice.rst
- measurements.rst
- converter.rst
- evaluator.rst
- noise_model.rst
- scalar_graph.rst
- simplifier.rst
- stabilizertcircuit.rst
- utils.rst
- about.rst
- abstractcircuit.rst
- analogcircuit.rst
- applications.rst
- backends.rst
- basecircuit.rst
- channels.rst
- circuit.rst
- cloud.rst
- compiler.rst
- cons.rst
- densitymatrix.rst
- experimental.rst
- fgs.rst
- gates.rst
- interfaces.rst
- keras.rst
- mps_base.rst
- mpscircuit.rst
- noisemodel.rst
- pauliprop.rst
- quantum.rst
- quditcircuit.rst
- quditgates.rst
- results.rst
- shadows.rst
- simplify.rst
- stabilizercircuit.rst
- symbolcircuit.rst
- symbolgates.rst
- templates.rst
- timeevol.rst
- torchnn.rst
- translation.rst
- u1circuit.rst
- utils.rst
- vis.rst
- zx.rst
- development_Mac.md
- development_Mac_cn.md
- development_MacARM.md
- development_MacM1.rst
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- development_windows.rst
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- advance.po
- agentic.po
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- contribs.po
- contribution.po
- faq.po
- index.po
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- textbook.po
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- tutorial.po
- tutorial_cn.po
- whitepapertoc.po
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- index.html
- style.css
- logong.png
- user_logo.png
- index.html
- 2011_split_step_quantum_walk__result.webp
- 2014_qaoa_maxcut__result.webp
- 2018_measurement_induced_entanglement__result.webp
- 2018_qcbm__result.webp
- 2018_qcnn__result.webp
- 2019_data_reuploading__result.webp
- 2020_efficient_classical_simulation_random_shallow_2d__accuracy.webp
- 2021_quantum_continual_learning__result.webp
- 2026_diff_qec_surface__convergence.webp
- 2026_finite_temperature_lanczos__result.webp
- 2026_quantum_oracle_sketching__qos_scaling.webp
- 2026_quantum_oracle_sketching__result.webp
- 2026_qutrit_time_crystal__result.webp
- 2026_sat_mps_entanglement__result.webp
- 2011_split_step_quantum_walk__result.webp
- 2014_qaoa_maxcut__result.webp
- 2018_measurement_induced_entanglement__result.webp
- 2018_qcbm__result.webp
- 2018_qcnn__result.webp
- 2019_data_reuploading__result.webp
- 2020_efficient_classical_simulation_random_shallow_2d__accuracy.webp
- 2021_quantum_continual_learning__result.webp
- 2026_diff_qec_surface__convergence.webp
- 2026_finite_temperature_lanczos__result.webp
- 2026_quantum_oracle_sketching__qos_scaling.webp
- 2026_quantum_oracle_sketching__result.webp
- 2026_qutrit_time_crystal__result.webp
- 2026_sat_mps_entanglement__result.webp
- data.json
- index.html
- bell_pair_block.png
- example_block.png
- landscape.jpg
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- qd_alg.jpg
- quop.png
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- 3GHZ.png
- bloch.png
- Circuit_G.png
- classical_gates.png
- CNOT.png
- densecoding.png
- density_Bell.png
- DJ_algorithm.png
- Fredkin.png
- GHZ_hist.png
- google_sycamore.png
- Grover.png
- Grover_iteration.png
- half_adder.png
- quantum_circuit.png
- reversible_gates.png
- simple_oracle.png
- square_lattice.png
- swing.png
- teleportation.png
- Toffoli.png
- Toffoli_circuit.png
- vqa.jpg
- VQE.png
- chap1.ipynb
- chap2.ipynb
- chap3.ipynb
- chap4.ipynb
- chap5.ipynb
- barren_plateaus.ipynb
- barren_plateaus_cn.ipynb
- benchmark_circuits.ipynb
- circuit_basics.ipynb
- circuit_basics_cn.ipynb
- circuit_qudit_basics.ipynb
- circuit_qudit_basics_cn.ipynb
- classical_shadows.ipynb
- contractors.ipynb
- contractors_cn.ipynb
- distributed_simulation.ipynb
- dqas.ipynb
- dqas_cn.ipynb
- error_mitigation.ipynb
- fermion_gaussian_states.ipynb
- gradient_benchmark.ipynb
- gradient_benchmark_cn.ipynb
- imag_time_evo.ipynb
- lattice.ipynb
- mera.ipynb
- mera_cn.ipynb
- mnist_qml.ipynb
- mnist_qml_cn.ipynb
- nnvqe.ipynb
- nnvqe_cn.ipynb
- operator_spreading.ipynb
- operator_spreading_cn.ipynb
- optimization_and_expressibility.ipynb
- optimization_and_expressibility_cn.ipynb
- portfolio_optimization.ipynb
- qaoa.ipynb
- qaoa_bo.ipynb
- qaoa_cn.ipynb
- qaoa_nae3sat.ipynb
- qaoa_quantum_dropout.ipynb
- qcloud_sdk.ipynb
- qcloud_sdk_demo.ipynb
- qml_scenarios.ipynb
- qml_scenarios_cn.ipynb
- qubo_problem.ipynb
- sklearn_svc.ipynb
- sklearn_svc_cn.ipynb
- stabilizer_circuit.ipynb
- template.ipynb
- template_cn.ipynb
- tfim_vqe.ipynb
- tfim_vqe_cn.ipynb
- tfim_vqe_diffreph.ipynb
- tfim_vqe_diffreph_cn.ipynb
- tianyan_cloud.ipynb
- tianyan_cloud_cn.ipynb
- torch_qml.ipynb
- torch_qml_cn.ipynb
- vqe_h2o.ipynb
- vqe_h2o_cn.ipynb
- vqex_mbl.ipynb
- vqex_mbl_cn.ipynb
- 3-circuits-gates.ipynb
- 3-circuits-gates_cn.ipynb
- 4-gradient-optimization.ipynb
- 4-gradient-optimization_cn.ipynb
- 5-density-matrix.ipynb
- 5-density-matrix_cn.ipynb
- 6-1-conditional-measurements-post-selection.ipynb
- 6-1-conditional-measurements-post-selection_cn.ipynb
- 6-2-pauli-string-expectation.ipynb
- 6-2-pauli-string-expectation_cn.ipynb
- 6-3-vmap.ipynb
- 6-3-vmap_cn.ipynb
- 6-4-quoperator.ipynb
- 6-4-quoperator_cn.ipynb
- 6-5-custom-contraction.ipynb
- 6-5-custom-contraction_cn.ipynb
- 6-6-advanced-automatic-differentiation.ipynb
- 6-6-advanced-automatic-differentiation_cn.ipynb
- advance.rst
- agentic.rst
- conf.py
- contribution.rst
- faq.rst
- generate_gallery.py
- generate_rst.py
- index.rst
- infras.rst
- modules.rst
- quickstart.rst
- reproduce.rst
- sharpbits.rst
- tencirpauli.rst
- textbooktoc.rst
- tutorial.rst
- tutorial_cn.rst
- whitepapertoc.rst
- whitepapertoc_cn.rst
- Makefile
- 0_tfq_qml.py
- 0_tfq_vg.py
- 1_pennylane_qml.py
- 1_pennylane_vg.py
- 2_tc_qml.py
- 2_tc_vg.py
- _barplot.py
- README.md
- evaluate_1.py
- evaluate_10.py
- evaluate_11.py
- evaluate_12.py
- evaluate_2.py
- evaluate_3.py
- evaluate_4.py
- evaluate_5.py
- evaluate_6.py
- evaluate_7.py
- evaluate_8.py
- evaluate_9.py
- problem_1.md
- problem_10.md
- problem_11.md
- problem_12.md
- problem_2.md
- problem_3.md
- problem_4.md
- problem_5.md
- problem_6.md
- problem_7.md
- problem_8.md
- problem_9.md
- runtime_summary.md
- solution_1.py
- solution_10.py
- solution_11.py
- solution_12.py
- solution_2.py
- solution_3.py
- solution_4.py
- solution_5.py
- solution_6.py
- solution_7.py
- solution_8.py
- solution_9.py
- multicontroller_vqe.py
- multicontroller_vqe_with_path.py
- pathfinding.py
- README.md
- slurm_submit.sh
- slurm_vqe_with_path.py
- IB_batch_vqe_tfim.py
- IIIA_interface_demo.py
- IIIB_mnist_tf.py
- IIIB_mnist_torch.py
- IIIC_tensornetwork_translation.py
- IIID_qiskit_translation_vqe.py
- IVA_lattice_hamiltonian.py
- IVB_qudit_simulation.py
- IVC_fgs_dynamics.py
- IVC_fgs_groundstate.py
- IVD_time_evolution.py
- IVE_noise_customization.py
- README.md
- VA_analog_circuit.py
- VB_stabilizer_mipt.py
- VC_mps_vqe.py
- VIA_pmap_qml.py
- VIA_pmap_vqe.py
- VIA_sharding_qml.py
- VIA_sharding_vqe.py
- VIIA_classical_shadow_ml.py
- VIIB_cifar100_qml.py
- VIIB_mnist_qml.py
- VIIC_mipt_prob.py
- benchmark_results.csv
- circuit_n12_m14_s0_e0_pEFGH.qsim
- omeinsum.jl
- omeinsum_contractor_juliacall.py
- omeinsum_contractor_subprocess.py
- omeinsum_treesa_optimizer.py
- README.md
- result.png
- main.py
- meta.yaml
- result.png
- main.py
- meta.yaml
- result.png
- main.py
- meta.yaml
- result.png
- main.py
- meta.yaml
- result.png
- main.py
- meta.yaml
- result.png
- main.py
- meta.yaml
- accuracy.png
- results.log
- main.py
- meta.yaml
- result.png
- main.py
- meta.yaml
- convergence.png
- main.py
- meta.yaml
- result.png
- main.py
- meta.yaml
- qos_scaling.png
- result.png
- main.py
- meta.yaml
- raw_data.npz
- result.png
- main.py
- meta.yaml
- result.png
- main.py
- meta.yaml
- README.md
- taxonomy.yaml
- ad_time_evol_advanced.py
- adiabatic_vqnhe.py
- analog_evolution_interface.py
- analog_evolution_jax.py
- analog_evolution_mint.py
- analog_rydberg.py
- batched_parameters_structures.py
- batched_su4_vqe.py
- benchmark_cuquantum_vs_tc_vqe.py
- benchmark_jax_vs_torch_vqe.py
- benchmark_mq_vs_tc_vqe.py
- benchmark_static_lightcone.py
- bp_benchmark.py
- bp_validation.py
- chaotic_behavior.py
- chebyshev_evol.py
- checkpoint_memsave.py
- circuit_compiler.py
- clifford_optimization.py
- contraction_policy_benchmark.py
- cotengra_anneal_benchmark.py
- cotengra_setting_bench.py
- cotengra_strip_exponent.py
- cotengra_visualize_path.py
- distributed_interface_amplitude.py
- distributed_interface_vqe.py
- expm_multiply_evol.py
- flax_mnist_hybrid.py
- fourier_reuploading.py
- ghz_dqas.py
- gradient_benchmark.py
- grover_hyperedge.py
- h6_hamiltonian.npy
- hamiltonian_building.py
- hchainhamiltonian.py
- hea_scan_jit_acc.py
- hybrid_gpu_pipeline.py
- hyperedge_partitionfunction.py
- incremental_twoqubit.py
- index_variance_qnn.py
- iqp_circuit_hyperedge.py
- jacobian_cal.py
- jax_scan_jit_acc.py
- jsonio.py
- keras3_tc_integration.py
- krylov_time_evolution.py
- lambdify_jax_symbolcircuit.py
- lattice_neighbor_benchmark.py
- lennard_jones_optimization.py
- lightcone_simplify.py
- magic_state_distillation.py
- matprod_vmap.py
- mcnoise_boost.py
- mcnoise_boost_v2.py
- mcnoise_check.py
- measurement_only_circuit.py
- mera_extra_mpo.py
- mipt.py
- mipt_pideal.py
- mixed_field_ising_magic_dynamics.py
- mps_vqe_benchmark.py
- mpsvsexact.py
- mvp_vqe.py
- mvp_vs_expectation.py
- nested_vmap_grad.py
- noise_calibration.py
- noisy_qml.py
- noisy_sampling_jit.py
- omeco_path_search_benchmark.py
- omeco_ready_wave_benchmark.py
- omeco_sliced_amplitude.py
- omeco_spatial_scan_mpo.py
- one_site_dmrg.py
- one_site_tdvp.py
- optperformance_comparison.py
- parameter_shift.py
- pauli_propagation_vqe.py
- pauli_propagation_vqe_sparse.py
- peps_boundary_mps.py
- qaoa_dqas.py
- qaoa_parallel_opt.py
- qaoa_shot_noise.py
- qaoa_symbolic.py
- qaoa_symbolic_varysize.py
- qaoa_xalpha_portfolio.py
- qem_dqas.py
- qsp.py
- qsvt.py
- quantumng.py
- qudit_mps.py
- quditcircuit.py
- readout_mitigation.py
- rem_super_large_scale.py
- sample_benchmark.py
- sample_value_gradient.py
- shvqe.py
- simple_qaoa.py
- slicing_auto_pmap_mpo.py
- slicing_auto_pmap_vqa.py
- slicing_wavefunction_vqa.py
- spps_pauli_path_vqe.py
- stabilizer_entanglement_benchmark.py
- stabilizer_simulation.py
- stabilizert_15to1_distillation.py
- surface_code_benchmark.py
- surface_code_circuit_detector.py
- surface_code_dem_tn_decoder.py
- surface_code_tn_decoder.py
- tcgates.inc
- tencirpauli_fermion_mvp_timeevolution.py
- tencirpauli_pauli_propagation.py
- tencirpauli_pyscf_vqe.py
- tencirpauli_u1circuit.py
- tenpy_sz_convention.py
- tianyan_cloud_demo.py
- tilted_ferromagnet_entanglement_asymmetry.py
- time_evolution.py
- time_evolution_comparison.py
- timeevolution_trotter.py
- training_deep_tunable_structures.py
- u1_entropy_benchmark.py
- u1circuit_vqe_benchmark.py
- universal_lr.py
- variational_dynamics.py
- variational_dynamics_circuit.py
- variational_dynamics_generalized.py
- vmap_randomness.py
- vqe2d.py
- vqe2d_gpu.py
- vqe2d_lattice.py
- vqe_extra.py
- vqe_extra_mpo.py
- vqe_extra_mpo_spopt.py
- vqe_noisyopt.py
- vqe_parallel_pmap.py
- vqe_qudit_example.py
- vqe_shot_gate_noise.py
- vqe_shot_noise.py
- vqe_toric_code.py
- vqeh2o_benchmark.py
- vqetfim_benchmark.py
- vqnhe_h6.py
- xyzmodel_tebd.py
- xyzmodel_tebd_obc_imag.py
- zx_transform.py
- requirements-2411.txt
- requirements-dev.txt
- requirements-docker-v2.txt
- requirements-docker.txt
- requirements-extra.txt
- requirements-rtd.txt
- requirements-types.txt
- requirements.txt
- __init__.py
- ensemble.py
- __init__.py
- portfolio.py
- __init__.py
- baseline.py
- fss.py
- __init__.py
- dqas.py
- graphdata.py
- layers.py
- optimization.py
- README.md
- utils.py
- vags.py
- van.py
- vqes.py
- __init__.py
- abstract_backend.py
- backend_factory.py
- cupy_backend.py
- jax_backend.py
- jax_ops.py
- numpy_backend.py
- pytorch_backend.py
- pytorch_ops.py
- tensorflow_backend.py
- tf_ops.py
- __init__.py
- abstraction.py
- apis.py
- config.py
- local.py
- quafu_provider.py
- tencent.py
- tianyan.py
- utils.py
- wrapper.py
- __init__.py
- composed_compiler.py
- qiskit_compiler.py
- simple_compiler.py
- symbolic_compiler.py
- __init__.py
- jax.py
- numpy.py
- scipy.py
- tensorflow.py
- tensortrans.py
- torch.py
- __init__.py
- benchmark_circuits.py
- qem_methods.py
- __init__.py
- counts.py
- readout_mitigation.py
- __init__.py
- ansatz.py
- blocks.py
- chems.py
- conversions.py
- dataset.py
- graphs.py
- hamiltonians.py
- lattice.py
- measurements.py
- __init__.py
- converter.py
- evaluator.py
- noise_model.py
- README.md
- scalar_graph.py
- simplifier.py
- stabilizertcircuit.py
- utils.py
- __init__.py
- about.py
- abstractcircuit.py
- analogcircuit.py
- asciiart.py
- basecircuit.py
- channels.py
- circuit.py
- cons.py
- densitymatrix.py
- experimental.py
- fgs.py
- gates.py
- keras.py
- mps_base.py
- mpscircuit.py
- noisemodel.py
- pauliprop.py
- quantum.py
- quditcircuit.py
- quditgates.py
- shadows.py
- simplify.py
- stabilizercircuit.py
- symbolcircuit.py
- symbolgates.py
- timeevol.py
- torchnn.py
- translation.py
- u1circuit.py
- utils.py
- vis.py
- __init__.py
- conftest.py
- test_analogcircuit.py
- test_backends.py
- test_calibrating.py
- test_channels.py
- test_circuit.py
- test_cloud.py
- test_compiler.py
- test_detector.py
- test_dmcircuit.py
- test_ensemble.py
- test_fgs.py
- test_gates.py
- test_hamiltonians.py
- test_hyperedge.py
- test_interfaces.py
- test_keras.py
- test_lattice.py
- test_miscs.py
- test_mpscircuit.py
- test_noisemodel.py
- test_pauliprop.py
- test_pure_pytree.py
- test_qaoa.py
- test_qem.py
- test_qir_unification.py
- test_quantum.py
- test_quantum_attr.py
- test_quditcircuit.py
- test_quditgates.py
- test_results.py
- test_shadows.py
- test_simplify.py
- test_stabilizer.py
- test_symbolcircuit.py
- test_templates.py
- test_tianyan.py
- test_timeevol.py
- test_torchnn.py
- test_u1circuit.py
- test_van.py
- test_zx.py
- test_zx_units.py
- .all-contributorsrc
- .dockerignore
- .gitattributes
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- .pylintrc
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- README.md
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- setup.py
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