huggingface-hub

pypi package · declared by 106 of 2,343 sampled repositories · graph computed 2026-08-24

Counted from the runtime dependencies public repositories declare — not the resolved tree. A transitive dependency is a consequence; a declared one is a choice. Development dependencies are excluded because they repeat across every project in a language regardless of what is being built.

Declared with

ranked by association, not by count

Tools declared alongside this one, ranked by association strength
Declared with	Repositories	vs chance
safetensors	15 of 2,343	0.53
torchvision	22 of 2,343	0.52
datasets	26 of 2,343	0.52
transformers	37 of 2,343	0.50
torch	38 of 2,343	0.50
einops	18 of 2,343	0.49
tqdm	39 of 2,343	0.48
timm	8 of 2,343	0.47
sentencepiece	14 of 2,343	0.46
peft	13 of 2,343	0.46
tokenizers	11 of 2,343	0.45
opencv-python	14 of 2,343	0.45
wandb	11 of 2,343	0.43
numpy	52 of 2,343	0.41
torchaudio	8 of 2,343	0.40
accelerate	17 of 2,343	0.40
pyarrow	9 of 2,343	0.39
onnxruntime	8 of 2,343	0.37
scipy	19 of 2,343	0.37
pillow	26 of 2,343	0.36

Every pair above is counted from the same evidence: repo manifest.

Used instead

candidates · shares a neighbourhood and refuses to co-occur

No alternative measured. A pair qualifies only if it shares a neighbourhood and then fails to appear together against an expectation that it would — and almost everything that shares a neighbourhood does appear together. That is the test working, not a gap in the data: similarity alone would list this tool’s closest neighbours as alternatives, and most of them are things it is used with.