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
- 19.2k
- New this week
- 246
- Nobody on it yet
- 16.6k
- Average difficulty
- 3.9/5
What this list is like
- Average annotated difficulty: 3.9/5 across 16,452 issues.
- 8% of 16,452 time estimates are one day or less.
Updated Sep 27, 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.
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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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bug
Difficulty 2/5 1-3 hours Newbie friendliness 86/100
apple/coremltools#2874 ·
Maintainers usually reply within 4 days
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Difficulty 2/5 1-3 hours Newbie friendliness 88/100
huggingface/datasets#8681 ·
Maintainers usually reply within 2 days
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area/runtimes kind/bug needs-triage
Difficulty 2/5 1-3 hours Newbie friendliness 84/100
kubeflow/trainer#4109 · 4 comments · 1 assignee ·
Maintainers usually reply within 1 day
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ai-generated
Difficulty 2/5 1-3 hours Newbie friendliness 65/100
Maintainers usually reply within 1 day
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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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Difficulty 2/5 1-3 hours Newbie friendliness 75/100
vllm-project/vllm-xpu-kernels#609 ·
Maintainers usually reply within 1 day
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Difficulty 1/5 Under an hour Newbie friendliness 92/100
DataTalksClub/machine-learning-zoomcamp#721 · 2 comments ·
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Difficulty 1/5 Under an hour Newbie friendliness 88/100
deepmodeling/deepmd-kit#6038 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 85/100
huggingface/datasets#8659 ·
Maintainers usually reply within 2 days
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bug
Difficulty 2/5 1-3 hours Newbie friendliness 72/100
isl-org/Open3D#7579 · 1 comment ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 84/100
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kind/bug needs-triage
Difficulty 2/5 1-3 hours Newbie friendliness 86/100
Maintainers usually reply within 1 day
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Difficulty 1/5 Under an hour Newbie friendliness 95/100
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community-backlog core stability
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
ray-project/ray#66333 ·
Maintainers usually reply within 4 days
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community-backlog core stability
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
ray-project/ray#66331 ·
Maintainers usually reply within 4 days
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[core][gcs] HandleUnregisterNode does not reply when the node is already removed, hanging the rayletOpencommunity-backlog core stability
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
ray-project/ray#66329 ·
Maintainers usually reply within 4 days
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[Serve][Docs] In-place updates guide doesn't mention that code-update replica restarts are rollingOpencommunity-backlog docs serve usability
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
ray-project/ray#66265 ·
Maintainers usually reply within 4 days
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Difficulty 2/5 1-3 hours Newbie friendliness 86/100
aws/sagemaker-python-sdk#6278 ·
Maintainers usually reply within 1 day
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bug help wanted
Difficulty 2/5 1-3 hours Newbie friendliness 74/100
roboflow/supervision#2578 · 3 comments ·
Maintainers usually reply within 1 day
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Auto-detected project name is malformed when the program is in a sibling directory of the git repoOpen
Difficulty 2/5 1-3 hours Newbie friendliness 88/100
wandb/wandb#12817 · 1 comment ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
huggingface/datasets#8618 ·
Maintainers usually reply within 2 days
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
huggingface/datasets#8617 · 1 comment ·
Maintainers usually reply within 2 days
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
Maintainers usually reply within 1 day
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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 2/5 1-3 hours Newbie friendliness 88/100
Maintainers usually reply within 5 days
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Difficulty 2/5 1-3 hours Newbie friendliness 88/100
huggingface/datasets#8608 ·
Maintainers usually reply within 2 days
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community-backlog core docs stability usability
Difficulty 2/5 1-3 hours Newbie friendliness 72/100
ray-project/ray#66114 · 1 comment ·
Maintainers usually reply within 4 days
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Difficulty 2/5 1-3 hours Newbie friendliness 90/100
kubeflow/trainer#4053 · 1 comment ·
Maintainers usually reply within 1 day
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community-backlog core stability
Difficulty 2/5 1-3 hours Newbie friendliness 86/100
ray-project/ray#66093 ·
Maintainers usually reply within 4 days
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bug community-backlog data triage usability
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
ray-project/ray#66077 · 1 comment ·
Maintainers usually reply within 4 days
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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 82/100
wandb/wandb#12792 · 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 redirectionPossibly taken @Kunchd claimed this 5 days ago. 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 4 days
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
aws/sagemaker-python-sdk#6253 ·
Maintainers usually reply within 1 day
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Questions
- How many TensorFlow issues are open here?
- 19,243 open issues: 246 opened in the last seven days, and 16,576 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.