Curated issues
Python Machine Learning Good First Issues
Python issues about Machine Learning: the project is written in Python and the issue is about Machine Learning. The list opens on the ones we rated beginner-friendly.
Machine Learning
- Open issues
- 140k
- New this week
- 2k
- Nobody on it yet
- 128k
- Average difficulty
- 4.0/5
What this list is like
- Average annotated difficulty: 4.0/5 across 146,868 issues.
- 8% of 146,868 time estimates are one day or less.
Updated Oct 20, 2026.
About Machine Learning
Machine learning builds models that learn patterns from data instead of following hand-written rules. Open source work here spans training libraries, model code, datasets and the tooling around experiments.
Issues somebody may already be working on are listed last. List everything by date
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Difficulty 1/5 Under an hour Newbie friendliness 88/100
ecmwf/WeatherGenerator#2943 ·
Maintainers usually reply within 1 day
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Difficulty 1/5 Under an hour Newbie friendliness 82/100
ndif-team/nnsight-website#45 ·
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Difficulty 2/5 1-3 hours Newbie friendliness 88/100
aws-samples/sample-per-model-bedrock#371 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 64/100
ndif-team/nnsight-website#44 ·
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vllm
Difficulty 2/5 1-3 hours Newbie friendliness 76/100
intel/intel-xpu-backend-for-triton#8486 ·
Maintainers usually reply within 2 days
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Difficulty 2/5 1-3 hours Newbie friendliness 76/100
vladmandic/sdnext#5162 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 82/100
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Difficulty 2/5 1-3 hours Newbie friendliness 72/100
huggingface/peft#4019 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 68/100
QwenLM/Qwen3-VL-Embedding#94 ·
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desktop-app
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
raullenchai/Rapid-MLX#4975 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 76/100
scaleoutsystems/scaleout-client#1039 ·
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Difficulty 1/5 Under an hour Newbie friendliness 65/100
huggingface/trl#7806 · 1 comment ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
NeuroTechX/moabb#1321 ·
Maintainers usually reply within 1 day
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bug
Difficulty 2/5 1-3 hours Newbie friendliness 86/100
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 85/100
aws/sagemaker-python-sdk#6500 ·
Maintainers usually reply within 2 days
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
stanfordnlp/stanza#1698 · 3 comments ·
Maintainers usually reply within 1 day
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bug
Difficulty 2/5 1-3 hours Newbie friendliness 69/100
MLCIL/scikit-fingerprints#699 · 1 comment ·
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bug good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
josephlash10-svg/FRIDAY#17 ·
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bug
Difficulty 2/5 1-3 hours Newbie friendliness 66/100
KazKozDev/book-translator#41 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
kubeflow/pipelines#14954 · 6 comments ·
Maintainers usually reply within 1 day
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good first issue research size:s skill:numerics sub-issue
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
SKaiNET-developers/SKaiNET#1372 ·
Maintainers usually reply within 1 day
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ready
Difficulty 2/5 1-3 hours Newbie friendliness 63/100
digitalfabrik/lunes-cms#1074 ·
Maintainers usually reply within 2 days
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bug
Difficulty 2/5 1-3 hours Newbie friendliness 75/100
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bug
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
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enhancement good first issue help wanted ready time estimation
Difficulty 2/5 1-3 hours Newbie friendliness 76/100
goldener-data/goldener#369 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 76/100
google-ai-edge/litert-torch#1345 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 76/100
meta-pytorch/captum#1944 ·
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bug nn triaged
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
pytorch/tensordict#2972 · 2 comments ·
Maintainers usually reply within 1 day
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area:eval bug claimed difficulty:3
Difficulty 2/5 1-3 hours Newbie friendliness 68/100
MakazhanAlpamys/Soup#2009 · 2 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 75/100
eugr/spark-vllm-docker#442 ·
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documentation good first issue training
Difficulty 2/5 1-3 hours Newbie friendliness 68/100
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Difficulty 1/5 Under an hour Newbie friendliness 68/100
Maintainers usually reply within 2 days
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Difficulty 2/5 1-3 hours Newbie friendliness 72/100
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Difficulty 2/5 1-3 hours Newbie friendliness 85/100
kohya-ss/sd-scripts#2457 ·
Maintainers usually reply within 1 day
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enhancement triage
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
ultralytics/ultralytics#26732 · 7 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 72/100
kyma-project/kyma-companion#1493 ·
Maintainers usually reply within 6 days
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Difficulty 1/5 Under an hour Newbie friendliness 94/100
Stability-AI/stable-audio-3#121 ·
Maintainers usually reply within 1 day
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bot-triaged module: LrScheduler module: optimizer triaged
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 85/100
microsoft/microxcaling#49 ·
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Difficulty 2/5 1-3 hours Newbie friendliness 74/100
microsoft/microxcaling#48 ·
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Difficulty 2/5 1-3 hours Newbie friendliness 76/100
UKGovernmentBEIS/inspect_evals#2711 · 1 comment ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 75/100
huggingface/peft#3997 ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 82/100
huggingface/peft#3995 · 3 comments ·
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 74/100
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good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 82/100
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bot-triaged module: correctness (silent) module: mps module: NaNs and Infs triaged
Difficulty 2/5 Half a day Newbie friendliness 62/100
Maintainers usually reply within 1 day
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Difficulty 2/5 1-3 hours Newbie friendliness 78/100
SkyworkAI/Matrix-Game#90 ·
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bug
Difficulty 2/5 1-3 hours Newbie friendliness 70/100
facebookresearch/sapiens2#24 ·
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bug customer choice
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
pymc-labs/pymc-marketing#3188 · 1 comment ·
Maintainers usually reply within 1 day
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bot-triaged module: distributions module: edge cases module: numerical-stability triaged
Difficulty 2/5 1-3 hours Newbie friendliness 68/100
pytorch/pytorch#201082 · 2 comments ·
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.
Related pages
Questions
- How many Machine Learning issues are open here?
- 140,374 open issues: 2,045 opened in the last seven days, and 128,077 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.