accelerate

pypi package · declared by 91 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 withRepositoriesvs chance
transformers65 of 2,3430.77
datasets39 of 2,3430.69
diffusers19 of 2,3430.69
peft25 of 2,3430.69
torchvision32 of 2,3430.68
deepspeed12 of 2,3430.65
sentencepiece23 of 2,3430.64
bitsandbytes16 of 2,3430.63
einops24 of 2,3430.60
wandb17 of 2,3430.58
torch43 of 2,3430.57
decord8 of 2,3430.56
tokenizers14 of 2,3430.54
safetensors14 of 2,3430.53
omegaconf10 of 2,3430.53
tensorboard10 of 2,3430.50
opencv-python15 of 2,3430.49
torchaudio10 of 2,3430.48
av8 of 2,3430.47
gradio14 of 2,3430.47

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.