Repository Issues

tensorflow/quantum

An open-source Python framework for hybrid quantum-classical machine learning.

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Stars
 (2,180 stars)
Forks
 (662 forks)
Indexed issues
 (20 indexed issues)
open beginner issues
 (18 open beginner issues)
Latest indexed
Aug 17, 2026
Last GitHub push
Jul 14, 2026
License
Apache License 2.0
Contributing guide
Contributing guide
Code of conduct
Code of conduct
Dominant language
Python
PR merge metrics
 (Avg merge 13d 10h) (2 merged PRs in 30d)
Beginner labels
help wantedgood first issue

Issues

18 open indexed issues

Open
Support Keras 3
area/kerashelp wantedskill-level/intermediate
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available

tensorflow / quantum · #1090 · Jun 6, 2026 · Python · 2,180 stars

4 comments0 reactions1 assignee
Open
Avoid hard-coding "quantum" in `scripts/` scripts
area/devopshelp wantedno QC knowledge neededpriority/before-0.7.7
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #1082 · Jun 5, 2026 · Python · 2,180 stars

1 comment1 reaction0 assignees
Open
Document behavior of `save` versus `save_weights`
area/docshelp wantedkind/feature-requestskill-level/beginner
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #899 · Sep 13, 2025 · Python · 2,180 stars

1 comment0 reactions0 assignees
Open
Projective measurements layer?
area/corehelp wantedkind/feature-requestskill-level/intermediate
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #665 · Feb 6, 2022 · Python · 2,180 stars

2 comments0 reactions0 assignees
Open
Handle 3-qubit gates
area/corehelp wantedkind/feature-requestskill-level/intermediate
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #636 · Oct 21, 2021 · Python · 2,180 stars

2 comments0 reactions0 assignees
Open
Enable channels in fidelity op
area/corehelp wantedkind/feature-requestskill-level/intermediate
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #622 · Aug 19, 2021 · Python · 2,180 stars

1 comment0 reactions0 assignees
Open
Remove use of finite different in Adjoint gradient
area/corehelp wantedkind/feature-requestskill-level/intermediate
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #620 · Aug 19, 2021 · Python · 2,180 stars

0 comments0 reactions0 assignees
Open
[Design] CUDA support
area/gpuhelp wantedkind/feature-requestskill-level/expert
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #599 · Jun 24, 2021 · Python · 2,180 stars

1 comment0 reactions0 assignees
Open
How to do regression using gradient?
area/docshelp wantedkind/feature-requestskill-level/intermediate
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #488 · Feb 24, 2021 · Python · 2,180 stars

2 comments0 reactions0 assignees
Open
StochasticCost as a feature of layers
area/performancehelp wantedkind/feature-requestskill-level/expertstatus/needs-design
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #411 · Oct 12, 2020 · Python · 2,180 stars

2 comments0 reactions0 assignees
Open
Allow custom gate serialization
area/cirqhelp wantedkind/feature-request
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #354 · Aug 20, 2020 · Python · 2,180 stars

6 comments0 reactions0 assignees
Open
[Performance] Boost tfq.convert_to_tensor speed
area/performancegood first issuehelp wantedkind/feature-requestskill-level/intermediate
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #336 · Aug 10, 2020 · Python · 2,180 stars

11 comments0 reactions0 assignees
Open
[Design] Add ability to reason about Circuit structure
area/circuitsarea/cirqhelp wantedkind/feature-requestskill-level/expert
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #292 · Jul 10, 2020 · Python · 2,180 stars

8 comments0 reactions0 assignees
Open
Replace transformrangeconcurrently with ParallelFor
area/performancehelp wantedkind/feature-requestno QC knowledge needed
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

tensorflow / quantum · #291 · Jul 10, 2020 · Python · 2,180 stars

0 comments0 reactions0 assignees
Open
[Discussion] Dataset integrations
help wantedkind/feature-requestpriority/reviewstatus/needs-design
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available

tensorflow / quantum · #277 · Jun 23, 2020 · Python · 2,180 stars

10 comments0 reactions1 assignee