torch
pypi package · declared by 176 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 with | Repositories | vs chance |
|---|---|---|
| torchvision | 56 of 2,343 | 0.75 |
| transformers | 79 of 2,343 | 0.67 |
| torchaudio | 22 of 2,343 | 0.58 |
| accelerate | 43 of 2,343 | 0.57 |
| einops | 31 of 2,343 | 0.54 |
| peft | 25 of 2,343 | 0.54 |
| safetensors | 22 of 2,343 | 0.53 |
| sentencepiece | 26 of 2,343 | 0.53 |
| tqdm | 63 of 2,343 | 0.51 |
| datasets | 37 of 2,343 | 0.51 |
| numpy | 97 of 2,343 | 0.51 |
| wandb | 21 of 2,343 | 0.51 |
| huggingface-hub | 38 of 2,343 | 0.50 |
| tensorboard | 15 of 2,343 | 0.49 |
| diffusers | 15 of 2,343 | 0.48 |
| omegaconf | 13 of 2,343 | 0.48 |
| opencv-python | 23 of 2,343 | 0.48 |
| matplotlib | 40 of 2,343 | 0.46 |
| bitsandbytes | 14 of 2,343 | 0.45 |
| scikit-learn | 35 of 2,343 | 0.44 |
Every pair above is counted from the same evidence: repo manifest.
Used instead
candidates · shares a neighbourhood and refuses to co-occurNo 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.