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[WIP] What is QChem#584

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josh146 merged 58 commits intosc-30752-create-quantum-chemistry-subhubfrom
what_is_qchem
Jan 26, 2023
Merged

[WIP] What is QChem#584
josh146 merged 58 commits intosc-30752-create-quantum-chemistry-subhubfrom
what_is_qchem

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@isaacdevlugt
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@isaacdevlugt isaacdevlugt commented Sep 23, 2022

Should be adjusted to fit the new website hierarchy, as discussed with Ben. :)
Tag @ikurecic for issues/changes.

Checklist
[✓] Images in relevant places

[✓] All metadata is properly populated

[✓] Renders properly

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github-actions bot commented Sep 23, 2022

Thank you for opening this pull request.

You can find the built site at this link.

Deployment Info:

  • Pull Request ID: 584
  • Deployment SHA: 2b72dba6b16dec6bcd07879cc3d2fe32ec341f14
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Hey! I've created some doodles, and made copious but largely superficial comments on the copy.

branedrane and others added 3 commits October 20, 2022 15:23
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Minor adjustments

@ikurecic ikurecic requested a review from BM7878 December 13, 2022 12:20
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Thanks for this!

Overall it looks good, but major recommendation would be to merge the two sections drawing links between QML and QChem into one. I wasn't quite sure there was sufficiently clear motivation/explanation to draw it out into two sections

whatisqchem.rst Outdated
Nature is quantum-mechanical
~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. image:: /_static/whatisqchem/quantum_chemistry.svg
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Nice image. Is the potato meant to be a cell/bacteria/microbe?

If so, that might be a scale that is a bit too large for a QM-description to be relevant (so the image would be potentially misrepresentative). Would be better if this was a molecule (could be a large one, e.g., dozens-hundreds of atoms).

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The idea was just to have a potato, to represent 'natural materials' in a cartoony way. I'll ask Tarik to make an alternative, thanks.

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🥔

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yep should just be a small tweak

…uild-branches workflow (#660)

* Added new workflow to build branches

* Removed comments not needed

* Added docstrings for parse_execution_times
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Thanks for this!

Overall it looks good, but major recommendation would be to merge the two sections drawing links between QML and QChem into one. I wasn't quite sure there was sufficiently clear motivation/explanation to draw it out into two sections

This was originally one section, but @ikurecic raised the point that the other "What is X" articles each have one more section compared to this one, so we split it in two. @ikurecic you okay if I revert this?

Co-authored-by: Nathan Killoran <co9olguy@users.noreply.github.com>
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Thanks for this!
Overall it looks good, but major recommendation would be to merge the two sections drawing links between QML and QChem into one. I wasn't quite sure there was sufficiently clear motivation/explanation to draw it out into two sections

This was originally one section, but @ikurecic raised the point that the other "What is X" articles each have one more section compared to this one, so we split it in two. @ikurecic you okay if I revert this?

@isaacdevlugt — by all means, revert it, but we also do need a bit more content + to look at copy concerns Nathan pointed out. Since you wrote this one and have a much better idea of the intended meaning, any chance you'd want to do that?
We have until January.

* Development branch

* Bumped requirement package versions (#667)

* Bumped jax versions

* Updated neural-tangents

* Apply suggestions from code review

Co-authored-by: Josh Izaac <josh146@gmail.com>
Co-authored-by: GitHub Nightly Merge Action <actions@github.com>
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josh146 commented Jan 23, 2023

BTW something seems to have gone wrong in the rebase, there are now a lot of files marked as modified that shouldn't be modified 😬

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@josh146 I fixed the rebasing errors, but not sure why there's a diff for .github/workflows/build-dev.yml and .github/workflows/build-master.yml 🤔

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josh146 commented Jan 23, 2023

@isaacdevlugt for anything you don't intend to change, I would recommend checking out the versions of those files from the sc-30752-create-quantum-chemistry-subhub branch, e.g.,

git checkout sc-30752-create-quantum-chemistry-subhub .github/workflows/build-dev.yml

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I think we're good @josh146 !

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Thanks everyone, just some small suggestions and then I think it is ready to merge :)

@josh146 josh146 merged commit aa1111b into sc-30752-create-quantum-chemistry-subhub Jan 26, 2023
@josh146 josh146 deleted the what_is_qchem branch January 26, 2023 17:33
Anakhom added a commit that referenced this pull request Jan 31, 2023
* added QC subhub

* Empty-Commit

* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* [WIP] What is QChem (#584)

* First commit, no images

* Update whatisqchem.rst

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* Update whatisqchem.rst

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* Apply suggestions from code review

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* Apply suggestions from David's code review

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* Fixing links

* Adding new images

* Removing xanadu_theme, adding meta image

* Fixed link issues and glossary term

* Made meta consistent with glossary

* Formatting upgrade

* split one section into two

* Changed image width

* Fixed image wrapping

* Remove the build-master and build-dev workflows and introduce a new build-branches workflow (#660)

* Added new workflow to build branches

* Removed comments not needed

* Added docstrings for parse_execution_times

* Apply suggestions from Nathan's code review

Co-authored-by: Nathan Killoran <co9olguy@users.noreply.github.com>

* Merge dev in master following v0.28.0 release of PennyLane (#671)

* Development branch

* Bumped requirement package versions (#667)

* Bumped jax versions

* Updated neural-tangents

* Apply suggestions from code review

Co-authored-by: Josh Izaac <josh146@gmail.com>
Co-authored-by: GitHub Nightly Merge Action <actions@github.com>
Co-authored-by: Rashid N H M <95639609+rashidnhm@users.noreply.github.com>

* be bold

* merged qml <> qchem sections together

* minor

Co-authored-by: Ivana Kurecic <ivanakurecic@gmail.com>

* VQE placed first

* [sc-30824]: Added build-master and dev back (#670)

* [sc-30824]: Added build-master and dev back

* Added workflow dispatch to build-master and dev

* Fix job name

* Add spacing

* Add demo for using external quantum chemistry libraries (#578)

* add external lib demo

* add import

* add integrals

* add resource example

* fix pip install

* add demo to rst file

* add thumbnail

* update thumbnail

* update link

* correct typo

* correct dates

* correct demo name

* update code

* update thumbnail

* correct code

* update thumbnail

* update pyscf version

* add conclusion

* apply suggestions from review

Co-authored-by: ixfoduap <40441298+ixfoduap@users.noreply.github.com>

* add review comments

* add review comments

* apply suggestions from code review

Co-authored-by: David Wakeham <113920759+branedrane@users.noreply.github.com>

* apply suggestions from code review

Co-authored-by: ixfoduap <40441298+ixfoduap@users.noreply.github.com>

* correct list format

* correct list format

* rearrange text

* correct typo and link

* correct link

* thumbnail + date + bio

* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demos_quantum-chemistry.rst

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demos_quantum-chemistry.rst

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* External_Libs fixing metadata (#676)

* add external lib demo

* add import

* add integrals

* add resource example

* fix pip install

* add demo to rst file

* add thumbnail

* update thumbnail

* update link

* correct typo

* correct dates

* correct demo name

* update code

* update thumbnail

* correct code

* update thumbnail

* update pyscf version

* add conclusion

* apply suggestions from review

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* add review comments

* add review comments

* apply suggestions from code review

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* apply suggestions from code review

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* correct list format

* correct list format

* rearrange text

* correct typo and link

* correct link

* thumbnail + date + bio

* Update demonstrations/tutorial_qchem_external.py

Co-authored-by: Ivana Kurecic <ivanakurecic@gmail.com>

* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demos_quantum-chemistry.rst

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demos_quantum-chemistry.rst

* fixing format

* last change

* fix metadata

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* rename (#677)

* external lib - thumbnail fix (#678)

* rename

* Update demos_quantum-chemistry.rst

* Apply suggestions Nathan's code review

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* Update whatisqchem.rst

* minor

* minor

* updated quantum_chemistry.svg

* changed file name

* Apply suggestions from code review

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* minor

* fix problems from rebase

* minor

* minor

* minor

* minor

* minor

* rebase fixing

* moved what-is-quantum-chemistry to subhub

* Update what-is-quantum-chemistry.rst

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* removed unused pics

* Fixed image dimensions and tried setting locations

* Image location change

* Empty-Commit

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* Apply suggestions from Josh's code review

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* Update requirements.txt

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* commented out video section

* added new graphics

* updated alt attributes

* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* addressed comments

* minor update

---------

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Anakhom added a commit that referenced this pull request Feb 3, 2023
* added new section

* added tiles

* updated content, refactored cards

* updated style

* minor refactoring

* cleanup

* Update index.rst

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* Update links

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* updated content

* updated title

* Update index.rst

* Update index.rst

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* Update index.rst

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* Update index.rst

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* Update index.rst

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* Update index.rst

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* Update index.rst

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* Update index.rst

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* Update index.rst

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* Update index.rst

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* added new graphics

* addressed comments

* Sc 30754 Create Quantum Computing hub (#684)

* added Quantum Computing hub

* Empty

* Update quantum-computing.rst

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* Update quantum-computing.rst

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* Update quantum-computing.rst

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* Update quantum-computing.rst

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* Update quantum-computing.rst

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* Update quantum-computing.rst

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* Update quantum-computing.rst

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* [WIP] 'What is quantum computing?' webpage (#614)

* First draft of webpage

Images are placeholders — to be adjusted later this week.

* Apply suggestions from code review (1/2)

Yup, I agree with most grammar suggestions, but was trying to follow the current style on the QML page. Thanks for catching a few of the real nonsense choices! 😁
I'll make a few small changes in another commit and then ping again.

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* Apply suggestions from code review

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* Edits following Isaac's review

* trigger actions again

* Added new images

* Fixing links

* Added glossary and readme data

* Set meta

* Emph update

* Changed image widths

* Remove the build-master and build-dev workflows and introduce a new build-branches workflow (#660)

* Added new workflow to build branches

* Removed comments not needed

* Added docstrings for parse_execution_times

* Simple grammar fix whatisqc.rst

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* Simple text update whatisqc.rst

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* Simple text update whatisqc.rst

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* Merge dev in master following v0.28.0 release of PennyLane (#671)

* Development branch

* Bumped requirement package versions (#667)

* Bumped jax versions

* Updated neural-tangents

* Apply suggestions from code review

Co-authored-by: Josh Izaac <josh146@gmail.com>
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* Update README.md

learning hubs bullet points

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* [sc-30824]: Added build-master and dev back (#670)

* [sc-30824]: Added build-master and dev back

* Added workflow dispatch to build-master and dev

* Fix job name

* Add spacing

* Add demo for using external quantum chemistry libraries (#578)

* add external lib demo

* add import

* add integrals

* add resource example

* fix pip install

* add demo to rst file

* add thumbnail

* update thumbnail

* update link

* correct typo

* correct dates

* correct demo name

* update code

* update thumbnail

* correct code

* update thumbnail

* update pyscf version

* add conclusion

* apply suggestions from review

Co-authored-by: ixfoduap <40441298+ixfoduap@users.noreply.github.com>

* add review comments

* add review comments

* apply suggestions from code review

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* apply suggestions from code review

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* correct list format

* correct list format

* rearrange text

* correct typo and link

* correct link

* thumbnail + date + bio

* Update demonstrations/tutorial_qchem_external.py

Co-authored-by: Ivana Kurecic <ivanakurecic@gmail.com>

* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demos_quantum-chemistry.rst

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* External_Libs fixing metadata (#676)

* add external lib demo

* add import

* add integrals

* add resource example

* fix pip install

* add demo to rst file

* add thumbnail

* update thumbnail

* update link

* correct typo

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* update code

* update thumbnail

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* add review comments

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* apply suggestions from code review

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* correct list format

* correct list format

* rearrange text

* correct typo and link

* correct link

* thumbnail + date + bio

* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demos_quantum-chemistry.rst

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demos_quantum-chemistry.rst

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* rename (#677)

* external lib - thumbnail fix (#678)

* rename

* Update demos_quantum-chemistry.rst

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* Update demos_community.yaml

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* Fix a typo in the QFT demo (#685)

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* Update based on suggestion

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* Update whatisqc.rst

* Update whatisqc.rst

* Update whatisqc.rst

* review changes

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* Update requirements.txt

* Made changes based on review, updated images

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Co-authored-by: Sergei Mironov <sergei.mironov@xanadu.ai>
Co-authored-by: Ashish Kanwar Singh <104938869+ashishks0522@users.noreply.github.com>
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* commented out the video section

* added new graphics

* updated alt attributes

* Swapped out quantum advantage image

* Update quantum-computing.rst

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* Update what-is-quantum-computing.rst

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* Update glossary.rst

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---------

Co-authored-by: Rashid N H M <95639609+rashidnhm@users.noreply.github.com>
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Co-authored-by: Sergei Mironov <grrwlf@gmail.com>
Co-authored-by: Sergei Mironov <sergei.mironov@xanadu.ai>
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Co-authored-by: Isaac De Vlugt <isaacdevlugt@gmail.com>
Co-authored-by: Ivana Kurečić <ivana@xanadu.ai>

* Sc 30752 Create Quantum Chemistry subhub (#683)

* added QC subhub

* Empty-Commit

* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* Update quantum-chemistry.rst

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* [WIP] What is QChem (#584)

* First commit, no images

* Update whatisqchem.rst

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* Update whatisqchem.rst

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* Apply suggestions from code review

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* Apply suggestions from David's code review

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* Fixing links

* Adding new images

* Removing xanadu_theme, adding meta image

* Fixed link issues and glossary term

* Made meta consistent with glossary

* Formatting upgrade

* split one section into two

* Changed image width

* Fixed image wrapping

* Remove the build-master and build-dev workflows and introduce a new build-branches workflow (#660)

* Added new workflow to build branches

* Removed comments not needed

* Added docstrings for parse_execution_times

* Apply suggestions from Nathan's code review

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* Merge dev in master following v0.28.0 release of PennyLane (#671)

* Development branch

* Bumped requirement package versions (#667)

* Bumped jax versions

* Updated neural-tangents

* Apply suggestions from code review

Co-authored-by: Josh Izaac <josh146@gmail.com>
Co-authored-by: GitHub Nightly Merge Action <actions@github.com>
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* be bold

* merged qml <> qchem sections together

* minor

Co-authored-by: Ivana Kurecic <ivanakurecic@gmail.com>

* VQE placed first

* [sc-30824]: Added build-master and dev back (#670)

* [sc-30824]: Added build-master and dev back

* Added workflow dispatch to build-master and dev

* Fix job name

* Add spacing

* Add demo for using external quantum chemistry libraries (#578)

* add external lib demo

* add import

* add integrals

* add resource example

* fix pip install

* add demo to rst file

* add thumbnail

* update thumbnail

* update link

* correct typo

* correct dates

* correct demo name

* update code

* update thumbnail

* correct code

* update thumbnail

* update pyscf version

* add conclusion

* apply suggestions from review

Co-authored-by: ixfoduap <40441298+ixfoduap@users.noreply.github.com>

* add review comments

* add review comments

* apply suggestions from code review

Co-authored-by: David Wakeham <113920759+branedrane@users.noreply.github.com>

* apply suggestions from code review

Co-authored-by: ixfoduap <40441298+ixfoduap@users.noreply.github.com>

* correct list format

* correct list format

* rearrange text

* correct typo and link

* correct link

* thumbnail + date + bio

* Update demonstrations/tutorial_qchem_external.py

Co-authored-by: Ivana Kurecic <ivanakurecic@gmail.com>

* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demos_quantum-chemistry.rst

Co-authored-by: Ivana Kurecic <ivanakurecic@gmail.com>

* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demos_quantum-chemistry.rst

* fixing format

* last change

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Co-authored-by: David Wakeham <113920759+branedrane@users.noreply.github.com>
Co-authored-by: KetpuntoG <65235481+KetpuntoG@users.noreply.github.com>
Co-authored-by: Ivana Kurecic <ivanakurecic@gmail.com>

* External_Libs fixing metadata (#676)

* add external lib demo

* add import

* add integrals

* add resource example

* fix pip install

* add demo to rst file

* add thumbnail

* update thumbnail

* update link

* correct typo

* correct dates

* correct demo name

* update code

* update thumbnail

* correct code

* update thumbnail

* update pyscf version

* add conclusion

* apply suggestions from review

Co-authored-by: ixfoduap <40441298+ixfoduap@users.noreply.github.com>

* add review comments

* add review comments

* apply suggestions from code review

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* apply suggestions from code review

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* correct list format

* correct list format

* rearrange text

* correct typo and link

* correct link

* thumbnail + date + bio

* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demos_quantum-chemistry.rst

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* Update demonstrations/tutorial_qchem_external.py

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* Update demonstrations/tutorial_qchem_external.py

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* Update demos_quantum-chemistry.rst

* fixing format

* last change

* fix metadata

Co-authored-by: soranjh <soranjh@yahoo.com>
Co-authored-by: soranjh <40344468+soranjh@users.noreply.github.com>
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* rename (#677)

* external lib - thumbnail fix (#678)

* rename

* Update demos_quantum-chemistry.rst

* Apply suggestions Nathan's code review

Co-authored-by: Nathan Killoran <co9olguy@users.noreply.github.com>

* Update whatisqchem.rst

* minor

* minor

* updated quantum_chemistry.svg

* changed file name

* Apply suggestions from code review

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* minor

* fix problems from rebase

* minor

* minor

* minor

* minor

* minor

* rebase fixing

* moved what-is-quantum-chemistry to subhub

* Update what-is-quantum-chemistry.rst

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* removed unused pics

* Fixed image dimensions and tried setting locations

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* Update requirements.txt

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Co-authored-by: Rashid N H M <95639609+rashidnhm@users.noreply.github.com>
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Co-authored-by: KetpuntoG <65235481+KetpuntoG@users.noreply.github.com>
Co-authored-by: soranjh <soranjh@yahoo.com>
Co-authored-by: Ivana Kurečić <ivana@xanadu.ai>
Co-authored-by: Ashish Kanwar Singh <104938869+ashishks0522@users.noreply.github.com>

* commented out video section

* added new graphics

* updated alt attributes

* Update quantum-chemistry.rst

Co-authored-by: Ivana Kurecic <ivanakurecic@gmail.com>

* Update quantum-chemistry.rst

Co-authored-by: Ivana Kurecic <ivanakurecic@gmail.com>

* addressed comments

* minor update

---------

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Co-authored-by: BM7878 <117289949+BM7878@users.noreply.github.com>
Co-authored-by: Ashish Kanwar Singh <104938869+ashishks0522@users.noreply.github.com>
Co-authored-by: Isaac De Vlugt <34751083+isaacdevlugt@users.noreply.github.com>
Co-authored-by: David Wakeham <113920759+branedrane@users.noreply.github.com>
Co-authored-by: Ivana Kurecic <ivanakurecic@gmail.com>
Co-authored-by: Rashid N H M <95639609+rashidnhm@users.noreply.github.com>
Co-authored-by: Nathan Killoran <co9olguy@users.noreply.github.com>
Co-authored-by: Jay Soni <jbsoni@uwaterloo.ca>
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Co-authored-by: soranjh <40344468+soranjh@users.noreply.github.com>
Co-authored-by: ixfoduap <40441298+ixfoduap@users.noreply.github.com>
Co-authored-by: KetpuntoG <65235481+KetpuntoG@users.noreply.github.com>
Co-authored-by: soranjh <soranjh@yahoo.com>
Co-authored-by: Ivana Kurečić <ivana@xanadu.ai>

* Sc 30753 Add Quantum Machine Learning Subhub (#682)

* added preliminary subhub page

* added video card

* Empty-Commit

* Update quantum-machine-learning.rst

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* Update quantum-machine-learning.rst

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* Update quantum-machine-learning.rst

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* commented out the video section

* updated new graphics

* updated alt attributes

* addressed comments

---------

Co-authored-by: Josh Izaac <josh146@gmail.com>
Co-authored-by: BM7878 <117289949+BM7878@users.noreply.github.com>

* introduced common css

* cleanup

* Update index.rst

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---------

Co-authored-by: Josh Izaac <josh146@gmail.com>
Co-authored-by: BM7878 <117289949+BM7878@users.noreply.github.com>
Co-authored-by: Ivana Kurecic <ivanakurecic@gmail.com>
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Co-authored-by: David Wakeham <113920759+branedrane@users.noreply.github.com>
Co-authored-by: KetpuntoG <65235481+KetpuntoG@users.noreply.github.com>
Co-authored-by: soranjh <soranjh@yahoo.com>
Co-authored-by: Catalina Albornoz <albornoz.catalina@hotmail.com>
Co-authored-by: Sergei Mironov <grrwlf@gmail.com>
Co-authored-by: Sergei Mironov <sergei.mironov@xanadu.ai>
Co-authored-by: Ashish Kanwar Singh <104938869+ashishks0522@users.noreply.github.com>
Co-authored-by: Isaac De Vlugt <isaacdevlugt@gmail.com>
Co-authored-by: Ivana Kurečić <ivana@xanadu.ai>
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