Qadence

trainable weights
w_amp_tr = {i: f"w_amp{i}" for i in range(n_qubits)}
w_det_tr = {i: f"w_det{i}" for i in range(n_qubits)}
amp_tr = "max_amp"
det_tr = "max_det"

creating pattern
pattern = AddressingPattern(
n_qubits=n_qubits,
det=det,
amp=amp,
weights_det=w_det,
weights_amp=w_amp,
)

pattern specified when creating device instance
device_specs = IdealDevice(pattern=pattern)

reg = Register.line(
n_qubits,
spacing=8.0,
device_specs=device_specs,
)




New Contributors
* vincentelfving made their first contribution in https://github.com/pasqal-io/qadence/pull/219
* rajaiitp made their first contribution in https://github.com/pasqal-io/qadence/pull/233

**Full Changelog**: https://github.com/pasqal-io/qadence/compare/v1.1.1...v1.2.0

What's Changed
* Add Support for Tag Attribute in ObservableConfig by minutogiovanni in https://github.com/pasqal-io/qadence/pull/694
* [Bug] Fix `networkx` deprecation warning by inafergra in https://github.com/pasqal-io/qadence/pull/702
* Update dependency pasqal-cloud to v0.20.2 by renovate in https://github.com/pasqal-io/qadence/pull/695
* Update dependency pyqtorch to v1.7.2 by renovate in https://github.com/pasqal-io/qadence/pull/703
* [Refactor] Remove post optimization loss by mlahariya in https://github.com/pasqal-io/qadence/pull/705


**Full Changelog**: https://github.com/pasqal-io/qadence/compare/v1.11.0...v1.11.1

What's Changed
* Update dependency pulser-simulation to v1.3.0 by renovate in https://github.com/pasqal-io/qadence/pull/678
* Update README.md with citation. by RolandMacDoland in https://github.com/pasqal-io/qadence/pull/680
* Allow 2 qubit interactions in ObservableConfig by minutogiovanni in https://github.com/pasqal-io/qadence/pull/664
* [Feature] Add __str__ representation for quantum model by chMoussa in https://github.com/pasqal-io/qadence/pull/681
* [Feature] use_full_support default to False for block_to_tensor by chMoussa in https://github.com/pasqal-io/qadence/pull/686
* [Testing] Projector tests by chMoussa in https://github.com/pasqal-io/qadence/pull/687
* Update dependency pasqal-cloud to v0.13.0 by renovate in https://github.com/pasqal-io/qadence/pull/688
* [Feature] Add parametric blocks support for block_to_diagonal by chMoussa in https://github.com/pasqal-io/qadence/pull/689
* Fix wrong warning from TrainConfig by debrevitatevitae in https://github.com/pasqal-io/qadence/pull/684
* Update dependency pyqtorch to v1.7.1 by renovate in https://github.com/pasqal-io/qadence/pull/691
* [Feature] Distributed Training for Trainer by mlahariya in https://github.com/pasqal-io/qadence/pull/672


**Full Changelog**: https://github.com/pasqal-io/qadence/compare/v1.10.3...v1.11.0

What's Changed
* Update dependency pulser-simulation to v1.2.2 by renovate in https://github.com/pasqal-io/qadence/pull/668
* [Docs] Adding Noisy Simulation documentation by sungwoo-pasqal in https://github.com/pasqal-io/qadence/pull/662
* Update dependency mkdocs_autorefs to <1.3.2 by renovate in https://github.com/pasqal-io/qadence/pull/669
* Update dependency horqrux to v0.7.0 by renovate in https://github.com/pasqal-io/qadence/pull/671
* Implement Exploratory Landscape Analysis (ELA) with Information Content (IC) by smitchaudhary in https://github.com/pasqal-io/qadence/pull/647
* [Bugfix] Fix block_to_tensor for MatrixBlock by chMoussa in https://github.com/pasqal-io/qadence/pull/673


**Full Changelog**: https://github.com/pasqal-io/qadence/compare/v1.10.2...v1.10.3

What's Changed
* Update dependency pulser-core to v1.2.1 by renovate in https://github.com/pasqal-io/qadence/pull/653
* Add config constructor to use QNN with ALA ansatz by smitchaudhary in https://github.com/pasqal-io/qadence/pull/658
* [Refactor] Remove additional run() calls when importing qadence by sungwoo-pasqal in https://github.com/pasqal-io/qadence/pull/665
* [Refactor] Discussions and overlap from qadence namespace by jpmoutinho in https://github.com/pasqal-io/qadence/pull/652

New Contributors
* sungwoo-pasqal made their first contribution in https://github.com/pasqal-io/qadence/pull/665

**Full Changelog**: https://github.com/pasqal-io/qadence/compare/v1.10.1...v1.10.2