…at_dict.

…eter.

…o dev

Bugfix: Add qiskit runtime dependency

Fix minor typo

Improvements

* chore: remove unnecessary import

* fix: fix dep warns

* fix: fix more depwarns and remove job_monitor

* fix: bump up qiskit version

* fix, lint: fix type annotation error for py38, fix lint

* fix: fix cnot error

* fix: fix examples

* ci: update workflow

* test: relax assertion threshold

* Create QGAN.Py

* Added QCBM algorithm with example

* Remove unused imports

* Updated init py following best practices

* Add files via upload

* rm density matrix for now

* Updated with argparse

* bump ibm runtime

Co-authored-by: Kazuki Tsuoka <[email protected]>

* bump qiskit aer

Co-authored-by: Kazuki Tsuoka <[email protected]>

* [fix] revive paramnum

* change: remove unnessesary cloning

* Added qcbm gaussian mixture notebook

* support parameter expression in qiskit2tq

* fix tab

Co-authored-by: GenericP3rson <[email protected]>

* fix tab

Co-authored-by: GenericP3rson <[email protected]>

* fix spacing

Co-authored-by: GenericP3rson <[email protected]>

* fix tab

Co-authored-by: GenericP3rson <[email protected]>

* fix tab

Co-authored-by: GenericP3rson <[email protected]>

* Update torchquantum/operator/standard_gates/qubit_unitary.py

Co-authored-by: GenericP3rson <[email protected]>

* black formatted

* added QGan notebook

* test: add test for qiskit2tq

* change: print

* change: remove comments

* Create QGan.py

* Delete examples/Newfolder/QuantumGAN/README.md directory

* Create QGan.py

* Create Readme.md

* Add files via upload

* Update Readme.md

* Add files via upload

* Delete qgan_notebook.ipynb

* Delete QGAN.Py

* fix: fix test

* Create quantum_pulse_simulation.py

* fix: fix type annotations

* Delete torchQuantumpulse.ipynb

* Rename QGANtorch (2).ipynb to qgan_generated.ipynb

* Rename QGANPng.png to qgan_generated.png

* Rename QGANPng2.png to qgan_image.png

* Update QGan.py

* Rename Readme.md to  README.md

* Update  README.md

* Update  README.md

* Rename qgan_image.png to qgan_latent_dim.png

* Update quantum_pulse_simulation.py

---------

Co-authored-by: Kazuki Tsuoka <[email protected]>
Co-authored-by: Chanandellar Bong <[email protected]>
Co-authored-by: Gopal Dahale <[email protected]>
Co-authored-by: Gopal Ramesh Dahale <[email protected]>
Co-authored-by: Hanrui Wang <[email protected]>

self.measure_multiple_times returns a [len(obs_list), num_wires] tensor, you have to take the product over the wires first to get the measurement of the Pauli string and then sum over the obs_list (multiplied by coefficients in the case of MeasureMultiQubitPaulisum.

Fix MeasureMulti*PauliSum

Allow fixed parameters in GeneralEncoder

Fix for issue #213