Qibo

What's Changed
* [pre-commit.ci] pre-commit autoupdate (1000) pre-commit-ci
* Bump tornado from 6.3.2 to 6.3.3 (998) dependabot
* Drop cached property replacement (997) AleCandido
* Add qinntegrate paper to publications (994) MatteoRobbiati
* Fix double callbacks in evolution models (989) MatteoRobbiati
* Change `.matrix` from property to method and remove `asmatrix` method (985) renatomello
* Improvements to `quantum_info` documentation (992) renatomello
* [pre-commit.ci] pre-commit autoupdate (991) pre-commit-ci
* Qaml example (983) MatteoRobbiati
* Fix `hadamard_transform` documentation (987) renatomello
* [pre-commit.ci] pre-commit autoupdate (984) pre-commit-ci
* Update Clifford label in `ECR`, `Rn`, and `CRn` gates (978) renatomello
* adding multicontrol Z to the QFIAE tutorial (982) gmlejarza
* Add `PhaseDampingChannel` (976) renatomello

What's Changed
* Add Diamond norm to `quantum_info.metrics` by renatomello in https://github.com/qiboteam/qibo/pull/949
* Add `Givens` gate by renatomello in https://github.com/qiboteam/qibo/pull/954
* Add `clifford` label to gates by renatomello in https://github.com/qiboteam/qibo/pull/952
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/958
* Add `SX`, `RBS`, `RZX`, `ECR`, and `SYC` gates by renatomello in https://github.com/qiboteam/qibo/pull/959
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/960
* Numerical methods for calculating gradients by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/899
* Update qsvd.py by myhomeboughtazoo in https://github.com/qiboteam/qibo/pull/961
* New `unitary` attribute to gates and `KrausChannel` checks if all operators are unitaries by renatomello in https://github.com/qiboteam/qibo/pull/968
* Add `RXY`, `CSX`, and `DEUTSCH` gates by renatomello in https://github.com/qiboteam/qibo/pull/963
* Implementation of `AmplitudeDampingChannel` by renatomello in https://github.com/qiboteam/qibo/pull/969
* Update `qibojit` on `poetry.lock` by renatomello in https://github.com/qiboteam/qibo/pull/974
* Update docs for dagger by stavros11 in https://github.com/qiboteam/qibo/pull/972
* Import `Circuit` directly from `qibo` by renatomello in https://github.com/qiboteam/qibo/pull/971
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/977
* Add delay pulse option to `Align` gate by SERVCUBED in https://github.com/qiboteam/qibo/pull/975
* Add example for `quantum k-medians clustering` by emapuljak in https://github.com/qiboteam/qibo/pull/955
* Docs makeup by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/981
* Updating docs by scarrazza in https://github.com/qiboteam/qibo/pull/979

New Contributors
* myhomeboughtazoo made their first contribution in https://github.com/qiboteam/qibo/pull/961
* SERVCUBED made their first contribution in https://github.com/qiboteam/qibo/pull/975
* emapuljak made their first contribution in https://github.com/qiboteam/qibo/pull/955

**Full Changelog**: https://github.com/qiboteam/qibo/compare/v0.1.15...v0.1.16

What's Changed
* Add `concurrence` and `entanglement_of_formation` to `quantum_info.metrics` by renatomello in https://github.com/qiboteam/qibo/pull/915
* Add `impurity`, `infidelity`, and `process_infidelity` to `quantum_info.metrics` by renatomello in https://github.com/qiboteam/qibo/pull/921
* Qcnn example by ihpcdingwj in https://github.com/qiboteam/qibo/pull/834
* `quantum_info.metrics.fidelity` generalized for mixed states by renatomello in https://github.com/qiboteam/qibo/pull/924
* Adding Iterative Quantum Amplitude Estimation method by gmlejarza in https://github.com/qiboteam/qibo/pull/901
* add pycln to pre-commit hooks by scarrazza in https://github.com/qiboteam/qibo/pull/926
* Allow zero probabilities for `UnitaryChannel` by vodovozovaliza in https://github.com/qiboteam/qibo/pull/927
* Add `entanglement_fidelity` to `quantum_info.metrics` by renatomello in https://github.com/qiboteam/qibo/pull/920
* Fix test in `master` branch by renatomello in https://github.com/qiboteam/qibo/pull/931
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/934
* Rename `Circuit.with_noise` method as `Circuit.with_pauli_noise` by renatomello in https://github.com/qiboteam/qibo/pull/936
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/940
* Generalize `quantum_info.random_clifford` to `n` qubits by renatomello in https://github.com/qiboteam/qibo/pull/937
* Functions to convert channels to superoperator representations by renatomello in https://github.com/qiboteam/qibo/pull/938
* anomaly detection example update by Simone-Bordoni in https://github.com/qiboteam/qibo/pull/947
* Remove old channel initialisations and warnings by renatomello in https://github.com/qiboteam/qibo/pull/943
* Fixing bug in `asmatrix_fused` with `CupyBackend` by andrea-pasquale in https://github.com/qiboteam/qibo/pull/950
* `Stinespring` superoperator representation by renatomello in https://github.com/qiboteam/qibo/pull/872
* Fix `SymbolicHamiltonian.expectation` for different nqubits by stavros11 in https://github.com/qiboteam/qibo/pull/951
* Add (fast) Hadamard Transform to `quantum_info.utils` by renatomello in https://github.com/qiboteam/qibo/pull/944
* Generalizaton of the `MS` gate by renatomello in https://github.com/qiboteam/qibo/pull/953
* Adding qfiae tutorial by gmlejarza in https://github.com/qiboteam/qibo/pull/939

New Contributors
* gmlejarza made their first contribution in https://github.com/qiboteam/qibo/pull/901

**Full Changelog**: https://github.com/qiboteam/qibo/compare/v0.1.14...v0.1.15

What's Changed
* `basis` flag in `random_density_matrix` by renatomello in https://github.com/qiboteam/qibo/pull/871
* Replace old `PauliNoiseChannel` with `GeneralizedPauliNoiseChannel` by renatomello in https://github.com/qiboteam/qibo/pull/869
* Modify `quantum_info` tests by vodovozovaliza in https://github.com/qiboteam/qibo/pull/875
* Add reference to anomaly detection example by Simone-Bordoni in https://github.com/qiboteam/qibo/pull/877
* Fix `test_derivative.py` for `cupy` backend by renatomello in https://github.com/qiboteam/qibo/pull/882
* Generalize channels by vodovozovaliza in https://github.com/qiboteam/qibo/pull/876
* Add `H`, `S`, `SDG`, and `CNOT` to `QiboMatrices` by renatomello in https://github.com/qiboteam/qibo/pull/888
* `DepolarizingChannel` inherits `PauliNoiseChannel` by vodovozovaliza in https://github.com/qiboteam/qibo/pull/889
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/891
* Fix `noisy_circuit` in mitigation module by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/884
* `ThermalRelaxationChannel` fix for `cupy` backend by vodovozovaliza in https://github.com/qiboteam/qibo/pull/890
* Return correct `.probabilities()` and `.frequencies()` when `circuit.density_matrix=False` and `circuit.repeated_execution=True` by renatomello in https://github.com/qiboteam/qibo/pull/878
* Calibration matrix for readout mitigation by BrunoLiegiBastonLiegi in https://github.com/qiboteam/qibo/pull/868
* Fix `sphinx` errors and warnings by renatomello in https://github.com/qiboteam/qibo/pull/896
* Identity inherits `Gate` by vodovozovaliza in https://github.com/qiboteam/qibo/pull/895
* Expressibility of parameterized quantum circuits by AlejandroSopena in https://github.com/qiboteam/qibo/pull/883
* Generalize qaoa loss function by shangtai in https://github.com/qiboteam/qibo/pull/880
* Revert changes to `DepolarizingChannel` by renatomello in https://github.com/qiboteam/qibo/pull/903
* Fix bug in `Channel.to_choi` method by renatomello in https://github.com/qiboteam/qibo/pull/902
* Minor improvements to `quantum_info` documentation by renatomello in https://github.com/qiboteam/qibo/pull/906
* Add elements order to `pauli_basis` by vodovozovaliza in https://github.com/qiboteam/qibo/pull/904
* Fix `test_entropy` for `cupy` backend by renatomello in https://github.com/qiboteam/qibo/pull/912
* Workflow for selfhosted GPU (testing) by stavros11 in https://github.com/qiboteam/qibo/pull/894
* adding tests for python3.11 by scarrazza in https://github.com/qiboteam/qibo/pull/914
* Bump requests from 2.30.0 to 2.31.0 by dependabot in https://github.com/qiboteam/qibo/pull/907
* Add `bures_angle` and `bures_distance` to `quantum_info.metrics` by renatomello in https://github.com/qiboteam/qibo/pull/911
* Add `entanglement_entropy` to `quantum_info.metrics` by renatomello in https://github.com/qiboteam/qibo/pull/919
* Fix repeated execution by vodovozovaliza in https://github.com/qiboteam/qibo/pull/918
* Fix `tensorflow` warnings in documentation examples by renatomello in https://github.com/qiboteam/qibo/pull/905


**Full Changelog**: https://github.com/qiboteam/qibo/compare/v0.1.13...v0.1.14

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