Qibo

What's Changed
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/1033
* Add custom `decompose` method to `gates.U3` and `gates.CZ` by renatomello in https://github.com/qiboteam/qibo/pull/1035
* Add reference to qibosoq paper by rodolfocarobene in https://github.com/qiboteam/qibo/pull/1038
* Parameter docs by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/1029
* Rename `gates.RXY` as `gates.RXXYY` and fix `gates.SYC` docstring by renatomello in https://github.com/qiboteam/qibo/pull/1042
* Add `order` parameter to `backend.calculate_norm` by renatomello in https://github.com/qiboteam/qibo/pull/1043
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/1048
* Native gate for Quantinuum platform by renatomello in https://github.com/qiboteam/qibo/pull/1041
* Implementation of `backend.calculate_overlap_density_matrix` in `numpy` backend by renatomello in https://github.com/qiboteam/qibo/pull/1044
* Bump urllib3 from 2.0.6 to 2.0.7 by dependabot in https://github.com/qiboteam/qibo/pull/1049
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/1053
* Bump werkzeug from 2.3.6 to 3.0.1 by dependabot in https://github.com/qiboteam/qibo/pull/1058
* Execute multiple circuits in parallel by stavros11 in https://github.com/qiboteam/qibo/pull/1046
* updating lock file by scarrazza in https://github.com/qiboteam/qibo/pull/1063
* Fix sphinx compilation warnings/errors by scarrazza in https://github.com/qiboteam/qibo/pull/1062
* Circuit Execution Outputs by BrunoLiegiBastonLiegi in https://github.com/qiboteam/qibo/pull/1039
* Avoid tutorials repetition by scarrazza in https://github.com/qiboteam/qibo/pull/1061
* New implementation of `EntanglementEntropy` callback by renatomello in https://github.com/qiboteam/qibo/pull/1045
* Nix by AleCandido in https://github.com/qiboteam/qibo/pull/1067
* Calculation of `quantum_info.haar_integral` exactly by renatomello in https://github.com/qiboteam/qibo/pull/1052
* Creation of `qibo.models.encodings` and implementation of `unary_encoder` by renatomello in https://github.com/qiboteam/qibo/pull/1059
* Circuit Execution Output bugfix for the qibojit and qibolab backends by BrunoLiegiBastonLiegi in https://github.com/qiboteam/qibo/pull/1070

New Contributors
* rodolfocarobene made their first contribution in https://github.com/qiboteam/qibo/pull/1038

**Full Changelog**: https://github.com/qiboteam/qibo/compare/v0.2.1...v0.2.2

What's Changed
* Add qinntegrate paper to publications by MatteoRobbiati in https://github.com/qiboteam/qibo/pull/994
* Drop cached property replacement by AleCandido in https://github.com/qiboteam/qibo/pull/997
* Bump tornado from 6.3.2 to 6.3.3 by dependabot in https://github.com/qiboteam/qibo/pull/998
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/1000
* Faster implementations for `random_statevector` by renatomello in https://github.com/qiboteam/qibo/pull/995
* fix issue 1004 by PiergiorgioButtarini in https://github.com/qiboteam/qibo/pull/1005
* Remove docker and rtd by scarrazza in https://github.com/qiboteam/qibo/pull/1006
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/1011
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/1012
* Matrix by AleCandido in https://github.com/qiboteam/qibo/pull/1014
* Include `stinespring` representation in `random_quantum_channel` by renatomello in https://github.com/qiboteam/qibo/pull/996
* fixing previous qap branch by shangtai in https://github.com/qiboteam/qibo/pull/1003
* fixing previous mvc branch by shangtai in https://github.com/qiboteam/qibo/pull/1002
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/1016
* Save gates to JSON by Jacfomg in https://github.com/qiboteam/qibo/pull/1015
* Add `ginibre` metric to `random_density_matrix` and `bcsz` measure to `random_quantum_channel` by renatomello in https://github.com/qiboteam/qibo/pull/999
* `Parameter` class by WanderingMike in https://github.com/qiboteam/qibo/pull/965
* Fix `apply_channel()` for statevector simulation by AlejandroSopena in https://github.com/qiboteam/qibo/pull/1022
* Include `density_matrix` flag in `random_clifford` and `random_pauli` by renatomello in https://github.com/qiboteam/qibo/pull/1024
* Bump urllib3 from 2.0.4 to 2.0.6 by dependabot in https://github.com/qiboteam/qibo/pull/1026
* Bump pillow from 10.0.0 to 10.0.1 by dependabot in https://github.com/qiboteam/qibo/pull/1028
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/qiboteam/qibo/pull/1027
* Repeated execution and density matrices by stavros11 in https://github.com/qiboteam/qibo/pull/1025

New Contributors
* PiergiorgioButtarini made their first contribution in https://github.com/qiboteam/qibo/pull/1005
* Jacfomg made their first contribution in https://github.com/qiboteam/qibo/pull/1015
* WanderingMike made their first contribution in https://github.com/qiboteam/qibo/pull/965

**Full Changelog**: https://github.com/qiboteam/qibo/compare/v0.2.0...v0.2.1

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