Curated issues
TensorFlow Good First Issues for Python
Python issues that involve TensorFlow: the project is tagged with it, or the issue itself is about it.
TensorFlow
- Open issues
- 22.2k
- New this week
- 146
- Nobody on it yet
- 16.9k
- Average difficulty
- 3.9/5
What this list is like
- Average annotated difficulty: 3.9/5 across 19,897 issues.
- 9% of 19,897 time estimates are one day or less.
Updated Nov 11, 2026.
About TensorFlow
TensorFlow is Google's machine learning framework, open-sourced in 2015. It trains and serves models on CPUs, GPUs and TPUs, and ships Keras as its high-level API.
Issues somebody may already be working on are listed last. List everything by date
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area/c++ area/core kind/bug-report
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
tensorflow/quantum#1140 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 70/100
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 90/100
onnx/tensorflow-onnx#2522 ·
Maintainers usually reply within 2 days
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Difficulty 2/5 1-3 hours Newbie friendliness 72/100
tensorflow/datasets#11253 ·
Maintainers usually reply within 2 days
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Difficulty 2/5 1-3 hours Newbie friendliness 72/100
aws/sagemaker-python-sdk#6554 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 66/100
NousResearch/hermes-agent#147249 · 1 comment ·
Maintainers usually reply within 1 day
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Difficulty 1/5 Under an hour Newbie friendliness 83/100
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[ONNX] ReduceL2 is never quantized: ONNXReduceL2Metatype is not registeredMay be free again A pull request for this issue was closed without being merged. Open
Difficulty 1/5 Under an hour Newbie friendliness 88/100
openvinotoolkit/nncf#4285 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 73/100
deepmodeling/deepmd-kit#6086 ·
Maintainers usually reply within 3 days
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Difficulty 2/5 1-3 hours Newbie friendliness 66/100
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
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[BUG] TCDQ docstring misidentifies "bandwidth"May be free again @AryanSilver24 claimed this 23 days ago, and no pull request is open. Opendocumentation :blue_book:
Difficulty 1/5 Under an hour Newbie friendliness 88/100
PennyLaneAI/pennylane#10280 · 2 comments ·
Maintainers usually reply within 2 days
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Difficulty 2/5 1-3 hours Newbie friendliness 72/100
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Add E2E Tests to KernelCache Feature - Sub-issue: Deletion testMay be free again @Rudra-G-23 claimed this 35 days ago, and no pull request is open. Open
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
kserve/kserve#6340 · 2 comments ·
Maintainers usually reply within 1 day
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feature request
Difficulty 1/5 1-3 hours Newbie friendliness 76/100
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Difficulty 2/5 1-3 hours Newbie friendliness 75/100
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
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Difficulty 2/5 1-3 hours Newbie friendliness 76/100
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Difficulty 2/5 1-3 hours Newbie friendliness 75/100
DataTalksClub/machine-learning-zoomcamp#723 · 1 reaction ·
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Two producer self-recursion guards return ⊥ on the null-engine path where the resolver's policy is ⊤Open
Difficulty 2/5 1-3 hours Newbie friendliness 76/100
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easy enhancement good first issue SourceSprint '26
Difficulty 2/5 1-2 days Newbie friendliness 68/100
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Difficulty 1/5 Under an hour Newbie friendliness 90/100
wandb/wandb#12799 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 1/5 Under an hour Newbie friendliness 90/100
wandb/wandb#12796 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 1/5 1-3 hours Newbie friendliness 88/100
wandb/wandb#12795 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 84/100
wandb/wandb#12794 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 84/100
wandb/wandb#12791 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 1/5 Under an hour Newbie friendliness 86/100
wandb/wandb#12790 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 1/5 1-3 hours Newbie friendliness 90/100
wandb/wandb#12789 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 84/100
wandb/wandb#12787 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 72/100
wandb/wandb#12786 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 74/100
wandb/wandb#12785 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 85/100
wandb/wandb#12784 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
wandb/wandb#12783 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
wandb/wandb#12782 · 3 comments ·
Maintainers usually reply within 1 day
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[Core]Add env var to disable log_monitor stdout/stderr file redirectionMay be free again @Kunchd claimed this 50 days ago, and no pull request is open. Opencommunity-backlog core enhancement observability triage usability
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
ray-project/ray#66054 · 2 comments ·
Maintainers usually reply within 2 days
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documentation
Difficulty 2/5 1-3 hours Newbie friendliness 66/100
Maintainers usually reply within 1 day
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[Security] Incomplete fix for CVE-2023-5245: zip slip via directory entries in FileUtil.extractOpen
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
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Difficulty 2/5 1-3 hours Newbie friendliness 68/100
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Difficulty 2/5 1-3 hours Newbie friendliness 74/100
aws/sagemaker-distribution#1331 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 68/100
huggingface/datasets#8505 ·
Maintainers usually reply within 2 days
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Path Traversal via unfiltered tar.extractall in file_transfer.pyMay be free again @shaisabm claimed this 81 days ago, and no pull request is open. Opencommunity-backlog security tune
Difficulty 2/5 1-3 hours Newbie friendliness 76/100
ray-project/ray#65670 · 4 comments ·
Maintainers usually reply within 2 days
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[Core] Deprecated(error=True) raises only on the first call; later calls run the removed APIPossibly taken @wguo7 claimed this 2 days ago. Opencommunity-backlog core rllib stability
Difficulty 2/5 1-3 hours Newbie friendliness 76/100
ray-project/ray#67965 ·
Maintainers usually reply within 2 days
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[Bug]: Interactive wandb init crashes because Projects is not SizedPossibly taken @inchang-ing claimed this 3 days ago. Opena:sdk ty:bug
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
wandb/wandb#13335 · 1 comment ·
Maintainers usually reply within 1 day
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Exported Python code ignores the model's saved batch sizePossibly taken @ashishsoni-ai claimed this 6 days ago. Open
Difficulty 2/5 1-3 hours Newbie friendliness 72/100
c2siorg/tensormap#521 · 1 comment ·
Maintainers usually reply within 4 days
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KL divergence between two `TransformedDistribution`s with a shared non-injective bijector (`AbsoluteValue`) returns the base KLPossibly taken @Andreas-Hum claimed this 10 days ago. Open
Difficulty 2/5 1-3 hours Newbie friendliness 72/100
tensorflow/probability#2036 ·
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Structured CloudEvent without the optional `time` attribute is passed to the model as raw JSONPossibly taken @RaphaelFakhri claimed this 8 days ago. Open
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
Maintainers usually reply within 1 day
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[Tune] add_evaluated_trials drops ERROR trials without a metricPossibly taken @MakerFlyFly claimed this 11 days ago. Opencommunity-backlog stability tune
Difficulty 2/5 1-3 hours Newbie friendliness 76/100
ray-project/ray#67653 ·
Maintainers usually reply within 2 days
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[Data] repartition() warns that shuffle is ignored before rejecting the same argumentPossibly taken @cryptus-neoxys claimed this 1 day ago. Opencommunity-backlog data docs usability
Difficulty 2/5 1-3 hours Newbie friendliness 74/100
ray-project/ray#67604 · 1 comment ·
Maintainers usually reply within 2 days
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get_base_python_image_uri() returns URIs for unsupported Python versionsPossibly taken @Fire162 claimed this 13 days ago. Open
Difficulty 2/5 1-3 hours Newbie friendliness 74/100
aws/sagemaker-python-sdk#6539 ·
Maintainers usually reply within 1 day
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pnnx Python convert ignores fp16=False with input_shapesPossibly taken @ktz03 claimed this 15 days ago. Open
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
Tencent/ncnn#7183 · 1 reaction ·
Maintainers usually reply within 1 day
Showing the newest 100
This page lists what was indexed most recently. Advanced filter has the whole inventory, narrowed by language, difficulty and how long a task takes.
Projects with the most open issues here
- ray-project/ray — merges 40% of outside contributors' pull requests
- matterport/Mask_RCNN
- isl-org/Open3D — merges 0% of outside contributors' pull requests
- huggingface/datasets — merges 12% of outside contributors' pull requests
- unifyai/ivy
Related pages
Questions
- How many TensorFlow issues are open here?
- 22,170 open issues: 146 opened in the last seven days, and 16,917 with nobody working on them yet. We count them once a day.
- Where do I start?
- Pick an issue marked beginner-friendly, read the project's contributing guide and comment before you begin. The contributor guide walks through it, from choosing an issue to your first pull request.
- Can you pick one for me?
- Yes: sign in with GitHub and Your next issue shows one open issue nobody has claimed, matched to your languages, your time and the difficulty you want.