riivault_

gradio

pypi package · declared by 52 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
Declared withRepositoriesvs chance
diffusers9 of 2,3430.56
librosa9 of 2,3430.55
peft10 of 2,3430.50
transformers23 of 2,3430.49
accelerate14 of 2,3430.47
sentencepiece8 of 2,3430.43
datasets12 of 2,3430.42
opencv-python8 of 2,3430.42
einops9 of 2,3430.41
torchvision8 of 2,3430.36
torch15 of 2,3430.35
huggingface-hub9 of 2,3430.33
matplotlib10 of 2,3430.31
numpy23 of 2,3430.30
tqdm13 of 2,3430.29
openai15 of 2,3430.27
pandas12 of 2,3430.26
pillow10 of 2,3430.24
requests16 of 2,3430.23
pydantic16 of 2,3430.18

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.