Qibo

What's Changed
* Kraus operators as probabilistic sum of unitaries by renatomello in https://github.com/qiboteam/qibo/pull/827
* Pauli-Liouville transformations by renatomello in https://github.com/qiboteam/qibo/pull/833
* `to_choi` for Reset and ThermalRelaxation by vodovozovaliza in https://github.com/qiboteam/qibo/pull/832
* Add `diagonally_dominant` flag to `random_stochastic_matrix` by renatomello in https://github.com/qiboteam/qibo/pull/836
* Add proceedings and zenodo to documentation by andrea-pasquale in https://github.com/qiboteam/qibo/pull/837
* Add sparse representation to `quantum_info.basis` by renatomello in https://github.com/qiboteam/qibo/pull/838
* Based on qibo section in docs appendix by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/840
* Bump tensorflow from 2.11.0 to 2.11.1 by dependabot in https://github.com/qiboteam/qibo/pull/841
* Qcnn2 by ihpcdingwj in https://github.com/qiboteam/qibo/pull/729
* Chi-matrix representation by vodovozovaliza in https://github.com/qiboteam/qibo/pull/842
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/845
* poetry tf dependency by Edoardo-Pedicillo in https://github.com/qiboteam/qibo/pull/849
* updating version and lock by scarrazza in https://github.com/qiboteam/qibo/pull/844
* Hamming weight function by renatomello in https://github.com/qiboteam/qibo/pull/854
* Add gate labels by vodovozovaliza in https://github.com/qiboteam/qibo/pull/853
* `random_quantum_channel` function by renatomello in https://github.com/qiboteam/qibo/pull/857
* Hardware compatible parameter shift rule by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/835
* backend-agnostic quantum info module by renatomello in https://github.com/qiboteam/qibo/pull/855
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/860
* Match samples with frequencies by stavros11 in https://github.com/qiboteam/qibo/pull/859
* update bounds keyword docs for CMAES by scarrazza in https://github.com/qiboteam/qibo/pull/861
* add docs to noisy circuit probabilities by scarrazza in https://github.com/qiboteam/qibo/pull/862
* Copy ground state before passing to adiabatic evolution by stavros11 in https://github.com/qiboteam/qibo/pull/863
* circuit initialization by Edoardo-Pedicillo in https://github.com/qiboteam/qibo/pull/846

New Contributors
* dependabot made their first contribution in https://github.com/qiboteam/qibo/pull/841
* ihpcdingwj made their first contribution in https://github.com/qiboteam/qibo/pull/729

**Full Changelog**: https://github.com/qiboteam/qibo/compare/v0.1.12...v0.1.13

What's Changed
* cleanup setup with unused module by scarrazza in https://github.com/qiboteam/qibo/pull/782
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/787
* Choi representation of channels + transformations between representations by renatomello in https://github.com/qiboteam/qibo/pull/785
* Fix `test_choi_to_kraus()` randomly crashing by renatomello in https://github.com/qiboteam/qibo/pull/797
* deploy merge queue by Edoardo-Pedicillo in https://github.com/qiboteam/qibo/pull/795
* Move tests top-level by AleCandido in https://github.com/qiboteam/qibo/pull/798
* Fix bug in `KrausChannel.to_choi()` + remove multiple `DeprecationWarning` from tests by renatomello in https://github.com/qiboteam/qibo/pull/803
* Changed documentation of channels. by vodovozovaliza in https://github.com/qiboteam/qibo/pull/808
* Pytest one file by Edoardo-Pedicillo in https://github.com/qiboteam/qibo/pull/796
* multi-qubit Pauli noise channel by renatomello in https://github.com/qiboteam/qibo/pull/807
* Noise conditions by vodovozovaliza in https://github.com/qiboteam/qibo/pull/789
* update circuit docs by Edoardo-Pedicillo in https://github.com/qiboteam/qibo/pull/802
* Fix trainability after `circuit.invert()` by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/813
* Poetry v2 by AleCandido in https://github.com/qiboteam/qibo/pull/816
* Fix pickle of backend objects by stavros11 in https://github.com/qiboteam/qibo/pull/804
* Fix circuit copy modifying the original queue by stavros11 in https://github.com/qiboteam/qibo/pull/805
* Accepting circuits as initial states by andrea-pasquale in https://github.com/qiboteam/qibo/pull/817
* Depolarizing channel by AlejandroSopena in https://github.com/qiboteam/qibo/pull/819
* Revert "Depolarizing channel" by renatomello in https://github.com/qiboteam/qibo/pull/822
* Removed nlop and added direct method from scipy. by AlejandroSopena in https://github.com/qiboteam/qibo/pull/821
* Measurement in Pauli basis by stavros11 in https://github.com/qiboteam/qibo/pull/799
* Depolarizing Channel by AlejandroSopena in https://github.com/qiboteam/qibo/pull/823
* `ReadoutErrorChannel` class + move `KrausChannel` methods to `Channel` by renatomello in https://github.com/qiboteam/qibo/pull/810
* update qibojit dependency by Edoardo-Pedicillo in https://github.com/qiboteam/qibo/pull/825
* add poetry-extras input by Edoardo-Pedicillo in https://github.com/qiboteam/qibo/pull/828

New Contributors
* AleCandido made their first contribution in https://github.com/qiboteam/qibo/pull/798

**Full Changelog**: https://github.com/qiboteam/qibo/compare/v0.1.11...v0.1.12

What's Changed
* unvectorization function by renatomello in https://github.com/qiboteam/qibo/pull/743
* Depolarizing channel by AlejandroSopena in https://github.com/qiboteam/qibo/pull/756
* Generalization of pauli_basis() to all vectorization() orders by renatomello in https://github.com/qiboteam/qibo/pull/760
* User defined insertion gate for ZNE mitigation by BrunoLiegiBastonLiegi in https://github.com/qiboteam/qibo/pull/768
* Fix to adiabatic example by scarlehoff in https://github.com/qiboteam/qibo/pull/759
* Depolarizing channel on gpu by AlejandroSopena in https://github.com/qiboteam/qibo/pull/769
* fixed insertion gate bug + added 1 qubit tests by BrunoLiegiBastonLiegi in https://github.com/qiboteam/qibo/pull/773
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/775
* fix pylint errors by Edoardo-Pedicillo in https://github.com/qiboteam/qibo/pull/777
* Workflow migration by Edoardo-Pedicillo in https://github.com/qiboteam/qibo/pull/770
* adding realistic_noise_model module by LucaZilli in https://github.com/qiboteam/qibo/pull/672
* Fix hamiltonian models neighbour and noise model tests/lint by scarrazza in https://github.com/qiboteam/qibo/pull/778
* limit publish criteria by scarrazza in https://github.com/qiboteam/qibo/pull/780

New Contributors
* scarlehoff made their first contribution in https://github.com/qiboteam/qibo/pull/759
* LucaZilli made their first contribution in https://github.com/qiboteam/qibo/pull/672

**Full Changelog**: https://github.com/qiboteam/qibo/compare/v0.1.10...v0.1.11

What's Changed
* QAOA loss function by shangtai in https://github.com/qiboteam/qibo/pull/650
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/696
* Customize qaoa loss by shangtai in https://github.com/qiboteam/qibo/pull/636
* Added furo as extras_require in setup.py by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/700
* rm qibo logo from conf.py by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/704
* Absolute value in probabilities by AlejandroSopena in https://github.com/qiboteam/qibo/pull/701
* Module with functions that generate random operators and matrices by renatomello in https://github.com/qiboteam/qibo/pull/693
* From Standard to Furo doc's theme by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/690
* Fix documentation by Simone-Bordoni in https://github.com/qiboteam/qibo/pull/706
* Draw FusedGate by stavros11 in https://github.com/qiboteam/qibo/pull/708
* add iswap gate by Simone-Bordoni in https://github.com/qiboteam/qibo/pull/707
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/715
* fixing typo in docs appendix by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/716
* Add FusedGate to circuit by stavros11 in https://github.com/qiboteam/qibo/pull/699
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/723
* Images which fit furo in the docs by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/722
* Measurement fixes and improvements by stavros11 in https://github.com/qiboteam/qibo/pull/647
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/730
* Depolarizing channel: backend agnostic by AlejandroSopena in https://github.com/qiboteam/qibo/pull/725
* Error mitigation by BrunoLiegiBastonLiegi in https://github.com/qiboteam/qibo/pull/702
* example quantum anomaly detection by Simone-Bordoni in https://github.com/qiboteam/qibo/pull/714
* Created Custom, Unitary and Kraus errors for NoiseModel by vodovozovaliza in https://github.com/qiboteam/qibo/pull/724
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/733
* Update vqregressor link in README.md by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/734
* First implementation of the parameter shift rule by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/667
* Liouville representation of quantum channels by renatomello in https://github.com/qiboteam/qibo/pull/721
* Update `gate.init_kwargs` when setting new parameters by stavros11 in https://github.com/qiboteam/qibo/pull/739
* Add IONQ gates to Qibo by andrea-pasquale in https://github.com/qiboteam/qibo/pull/740
* Rescaled parameter shift rule by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/735
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/744
* Add derivative to qibo docs by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/741
* Ubuntu font in the documentation by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/746
* Moved "qibo release" to the doc's side-bar by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/745
* Resize docs images by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/747
* Publishing workflow by Edoardo-Pedicillo in https://github.com/qiboteam/qibo/pull/742
* Thermal relaxation channel by AlejandroSopena in https://github.com/qiboteam/qibo/pull/750
* rm Ubuntu font from furo configuration by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/751
* including more documentation of the loss functions for QAOA. by shangtai in https://github.com/qiboteam/qibo/pull/749

New Contributors
* Simone-Bordoni made their first contribution in https://github.com/qiboteam/qibo/pull/706
* BrunoLiegiBastonLiegi made their first contribution in https://github.com/qiboteam/qibo/pull/702
* vodovozovaliza made their first contribution in https://github.com/qiboteam/qibo/pull/724
* Edoardo-Pedicillo made their first contribution in https://github.com/qiboteam/qibo/pull/742

**Full Changelog**: https://github.com/qiboteam/qibo/compare/v0.1.9...v0.1.10

What's Changed
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/638
* Fix expectation value of symbolic Hamiltonian by stavros11 in https://github.com/qiboteam/qibo/pull/640
* Fix `on_qubits` with `set_parameters` by stavros11 in https://github.com/qiboteam/qibo/pull/642
* Add version attribute in backends by andrea-pasquale in https://github.com/qiboteam/qibo/pull/643
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/644
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/648
* Depolarizing error by AlejandroSopena in https://github.com/qiboteam/qibo/pull/649
* Variational Quantum Regression using the Parameter Shift Rule by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/654
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/656
* Added vqregressor in the tutorial's readme by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/658
* Initial commit of metrics module by renatomello in https://github.com/qiboteam/qibo/pull/659
* Metric by renatomello in https://github.com/qiboteam/qibo/pull/662
* start workflow with label by scarrazza in https://github.com/qiboteam/qibo/pull/661
* . by renatomello in https://github.com/qiboteam/qibo/pull/669
* Rename matrices.py to npmatrices.py by stavros11 in https://github.com/qiboteam/qibo/pull/677
* Added depolarizing channel to circuit.draw() by AlejandroSopena in https://github.com/qiboteam/qibo/pull/671
* Added ichep2022 proceedings to references in doc by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/670
* . by renatomello in https://github.com/qiboteam/qibo/pull/679
* removing fix-encoding-pragmas by scarrazza in https://github.com/qiboteam/qibo/pull/681
* Metrics by renatomello in https://github.com/qiboteam/qibo/pull/660
* Merge pull request 660 from qiboteam/metrics by renatomello in https://github.com/qiboteam/qibo/pull/683
* Metrics by renatomello in https://github.com/qiboteam/qibo/pull/684
* Expectation values from samples by AlejandroSopena in https://github.com/qiboteam/qibo/pull/675
* Fix doc bug from automodule to autofunction by renatomello in https://github.com/qiboteam/qibo/pull/688
* Fix missing sklearn by stavros11 in https://github.com/qiboteam/qibo/pull/687

New Contributors
* AlejandroSopena made their first contribution in https://github.com/qiboteam/qibo/pull/649
* MatteoRobbiati made their first contribution in https://github.com/qiboteam/qibo/pull/654
* renatomello made their first contribution in https://github.com/qiboteam/qibo/pull/659

**Full Changelog**: https://github.com/qiboteam/qibo/compare/v0.1.8...v0.1.9

What's Changed
* adding acat2021 proceedings by scarrazza in https://github.com/qiboteam/qibo/pull/551
* Adding channels to circuit.draw() by andrea-pasquale in https://github.com/qiboteam/qibo/pull/550
* Add identity symbol by stavros11 in https://github.com/qiboteam/qibo/pull/557
* Add support for sparse matrices in Hamiltonians by stavros11 in https://github.com/qiboteam/qibo/pull/542
* Full state callback by stavros11 in https://github.com/qiboteam/qibo/pull/559
* Fix sampling when using `circuit.add()` by andrea-pasquale in https://github.com/qiboteam/qibo/pull/564
* Raise error if QAOA Hamiltonians have different nqubits by stavros11 in https://github.com/qiboteam/qibo/pull/565
* Relax probability sum check in `UnitaryChannel` by stavros11 in https://github.com/qiboteam/qibo/pull/566
* Add noise model by andrea-pasquale in https://github.com/qiboteam/qibo/pull/572
* Multi-qubit fusion by stavros11 in https://github.com/qiboteam/qibo/pull/577
* Add light cone method to circuit by stavros11 in https://github.com/qiboteam/qibo/pull/578
* Fix pickle for the backend object by stavros11 in https://github.com/qiboteam/qibo/pull/579
* Fix backend pickle by stavros11 in https://github.com/qiboteam/qibo/pull/581
* testing distributed circuits with cupy by scarrazza in https://github.com/qiboteam/qibo/pull/588
* qibotf removal by scarrazza in https://github.com/qiboteam/qibo/pull/587
* Fix noise model by andrea-pasquale in https://github.com/qiboteam/qibo/pull/583
* Circuit to unitary matrix by stavros11 in https://github.com/qiboteam/qibo/pull/585
* Adding TSP class section in doc by andrea-pasquale in https://github.com/qiboteam/qibo/pull/602
* Hamiltonians refactor by andrea-pasquale in https://github.com/qiboteam/qibo/pull/595
* Tsp branch by shangtai in https://github.com/qiboteam/qibo/pull/599
* Circuit result by stavros11 in https://github.com/qiboteam/qibo/pull/589
* Refactor callbacks by stavros11 in https://github.com/qiboteam/qibo/pull/593
* Complete channel refactoring by stavros11 in https://github.com/qiboteam/qibo/pull/594
* Time evolution refactoring by stavros11 in https://github.com/qiboteam/qibo/pull/603
* Add Tensorflow backend by stavros11 in https://github.com/qiboteam/qibo/pull/596
* Variational models refactor by andrea-pasquale in https://github.com/qiboteam/qibo/pull/606
* Distributed circuit refactoring by stavros11 in https://github.com/qiboteam/qibo/pull/604
* Update docs by stavros11 in https://github.com/qiboteam/qibo/pull/610
* Fix examples by stavros11 in https://github.com/qiboteam/qibo/pull/611
* Fixing parallel by scarrazza in https://github.com/qiboteam/qibo/pull/612
* Add environment flag for default qibo backend by stavros11 in https://github.com/qiboteam/qibo/pull/613
* Fix coverage by stavros11 in https://github.com/qiboteam/qibo/pull/614
* Fix `tf.math.mod` on GPU by stavros11 in https://github.com/qiboteam/qibo/pull/616
* Backend agnostic circuits by stavros11 in https://github.com/qiboteam/qibo/pull/584
* Add qibolab backend by stavros11 in https://github.com/qiboteam/qibo/pull/617
* Delegate `CircuitResult.probabilities()` to the backend by stavros11 in https://github.com/qiboteam/qibo/pull/618
* Remove `VariationalLayer` by stavros11 in https://github.com/qiboteam/qibo/pull/619
* Add dill tests by stavros11 in https://github.com/qiboteam/qibo/pull/621
* Fix TSP test by stavros11 in https://github.com/qiboteam/qibo/pull/620
* Fix docs compilation by stavros11 in https://github.com/qiboteam/qibo/pull/623
* Add refactored TSP model by stavros11 in https://github.com/qiboteam/qibo/pull/615
* Fix test failing on GPU by stavros11 in https://github.com/qiboteam/qibo/pull/624
* Adding CuQuantum version in docs by andrea-pasquale in https://github.com/qiboteam/qibo/pull/622
* removing benchmark section by scarrazza in https://github.com/qiboteam/qibo/pull/627
* Add atol in TSP test by stavros11 in https://github.com/qiboteam/qibo/pull/630
* Adding pre-commit by scarrazza in https://github.com/qiboteam/qibo/pull/628
* adding pyupgrade by scarrazza in https://github.com/qiboteam/qibo/pull/633
* add isort by scarrazza in https://github.com/qiboteam/qibo/pull/632
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/634
* RXX, RYY and RZZ gates by damarkian in https://github.com/qiboteam/qibo/pull/631

New Contributors
* shangtai made their first contribution in https://github.com/qiboteam/qibo/pull/599
* pre-commit-ci made their first contribution in https://github.com/qiboteam/qibo/pull/634
* damarkian made their first contribution in https://github.com/qiboteam/qibo/pull/631

**Full Changelog**: https://github.com/qiboteam/qibo/compare/v0.1.7...v0.1.8