Demo iqpopt (#1307) #1309
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Demo iqpopt (#1307) #1309
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**Title:** IQPopt: Fast optimization of IQP circuits in JAX **Summary:** We created a new package that simulates a specific class of quantum circuits extremely fast. This package can be used for optimization tasks like generative modeling for a large amount of qubits. **Relevant references:** **Possible Drawbacks:** **Related GitHub Issues:** ---- If you are writing a demonstration, please answer these questions to facilitate the marketing process. * GOALS — Why are we working on this now? Promote a new package created and implemented in a future paper. * AUDIENCE — Who is this for? Quantum Machine Learning researchers, beginners in quantum computing. * KEYWORDS — What words should be included in the marketing post? Quantum Machine Learning, IQP circuits, Optimization, Quantum Computing * Which of the following types of documentation is most similar to your file? (more details [here](https://www.notion.so/xanaduai/Different-kinds-of-documentation-69200645fe59442991c71f9e7d8a77f8)) - [X] Tutorial - [ ] Demo - [ ] How-to
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… Still need thumbnail and more fixes.
alvaro-at-xanadu
requested changes
Feb 6, 2025
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
Co-authored-by: Alvaro Ballon <91897656+alvaro-at-xanadu@users.noreply.github.com>
alvaro-at-xanadu
approved these changes
Feb 14, 2025
justinpickering
approved these changes
Feb 14, 2025
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Title:
IQPopt: Fast optimization of IQP circuits in JAX
Summary:
We created a new package that simulates a specific class of quantum circuits extremely fast. This package can be used for optimization tasks like generative modeling for a large amount of qubits.
Relevant references:
Possible Drawbacks:
Related GitHub Issues:
If you are writing a demonstration, please answer these questions to facilitate the marketing process.
GOALS — Why are we working on this now? Promote a new package created and implemented in a future paper.
AUDIENCE — Who is this for? Quantum Machine Learning researchers, beginners in quantum computing.
KEYWORDS — What words should be included in the marketing post? Quantum Machine Learning, IQP circuits, Optimization, Quantum Computing
Which of the following types of documentation is most similar to your file?
(more details
here)
[sc-75586]