Carlos Murilo Romero Rocha

Add Qiskit-Nature qml.qchem integration

8

**Context:** This PR aims to provide a new functionality to allow for conversion between `Qiskit-Nature` qubit `SparsePauliOp` molecular Hamiltonians and `Pennylane` qubit `Operators` by adding extra functions to [qml.qchem.convert](https://github.com/PennyLaneAI/pennylane/blob/master/pennylane/qchem/convert.py) module....

Qiskit-Nature `qml.qchem` integration

4

### Feature details Release [0.35.0](https://github.com/PennyLaneAI/pennylane/releases/tag/v0.35.0) adds Qiskit 1.0 integration via the implementation of [from_qiskit](https://github.com/PennyLaneAI/pennylane/blob/78abf2b935ea3545f4e540d1da4b080a511b8a73/pennylane/io.py#L107) and [from_qiskit_op](https://github.com/PennyLaneAI/pennylane/blob/78abf2b935ea3545f4e540d1da4b080a511b8a73/pennylane/io.py#L375) functions. Yet, in the context of quantum chemistry, and specifically `Qiskit-Nature`, circuits (activate spaces)...

MongoDB error with pymongo>4: Unknown option j

1

This bug was discussed before in #836 and #845 but it seems that it still persists whenever instantiating `pymongo.MongoClient` in `hyperopt/mongoexp.py` with `pymongo>4`. In #836, it looks like a provisory...

For reproducibility and convenience, I add here, together with the `renew_hyperopt.yml`, an additional runcard which restricts the sampling space of the hyperparameters. As before, it varies only the number of...

Implementation of hyperopt model selection

2

This PR aims to implement #1962 into `validphys` `vp-hyperoptplot.py`. ## Updates The model selection following to the `min_chi2_max_phi` algorithm (refactored from `best_chi2_worst_phi2` in #1962) could be done in two ways:...

Automated selection of models via a `best_chi2_worse_phi2` algorithm

5

As a continuation of #1943, I managed to automate the selection of best models via the @juanrojochacon's hyperopt algorithm wherein data of 1/$`\varphi^{2}`$ is used to decide on the best...

Hyperopt analysis

3

I am starting the implementation of @juanrojochacon's hyperopt algorithm wherein data of 1/$`\varphi^{2}`$ is used to decide on the best $`\chi^{2}`$ hyperpoint. I realized that all data needed are contained...

This is a first attempt to apply [BestieTemplate](https://github.com/JuliaBesties/BestieTemplate.jl). Closes #97.

As discussed in #84, I am adding a new tutorial section to the docs and will start the translation from the previous Gridap material. ## Notes Similarly to [PartitionedArrays.jl](https://github.com/fverdugo/PartitionedArrays.jl/blob/b211949cc5842f3d6d99f8452b9f0233aef963a5/docs/make.jl#L9), this...