transformers

pypi package · declared by 171 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
accelerate	65 of 2,343	0.77
datasets	57 of 2,343	0.70
torch	79 of 2,343	0.67
sentencepiece	36 of 2,343	0.66
peft	34 of 2,343	0.66
safetensors	25 of 2,343	0.59
einops	34 of 2,343	0.58
diffusers	20 of 2,343	0.58
wandb	25 of 2,343	0.57
bitsandbytes	20 of 2,343	0.57
torchvision	34 of 2,343	0.55
deepspeed	13 of 2,343	0.55
tokenizers	21 of 2,343	0.54
vllm	11 of 2,343	0.51
decord	10 of 2,343	0.50
huggingface-hub	37 of 2,343	0.50
jsonlines	8 of 2,343	0.50
hf-transfer	8 of 2,343	0.50
trl	8 of 2,343	0.50
librosa	16 of 2,343	0.49

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.