| 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 5 | 6 | 8 | 11 | 12 | 15 | 14 | 14 | 15 |
17
|
15 |
19
|
19
|
18
|
19
|
20
|
20
|
23
|
23
|
24
|
22
|
21
|
21
|
21
|
25
|
25
|
24
|
25
|
28
|
27
|
28
|
29
|
28
|
28
|
30
|
29
|
31
|
33
|
34
|
36
|
42
|
42
|
45
|
45
|
45
|
46
|
46
|
46
|
49
|
48
|
55
|
58
|
54
|
54
|
53
|
54
|
55
|
54
|
55
|
58
|
57
|
61
|
62
|
61
|
60
|
62
|
62
|
63
|
63
|
64
|
68
|
68
|
70
|
70
|
69
|
69
|
| 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ndarray-rand is used at run time in 156 crates (of which 13 optionally). It is a direct run-time dependency in 94 crates. It's used only as a dev dependency in 55 crates (of which 53 directly).
| Number of dependers | ndarray-rand version | Downloads/month |
|---|---|---|
| 40 | 0.15.0 | 23K |
| 142 | 0.14.0 | 70K |
| 1 | 0.13.0 | 650 |
| 10 | 0.11.0 | 600 |
| 13 | 0.9.0 | 250 |
| 3 | 0.6.1 | 0 |
| 1 | 0.4.0 | 0 |
| 1 | 0.3.1 | 0 |
| Depender (with downloads and own rev deps) | ndarray-rand version | |||
|---|---|---|---|---|
| 21K | 6 | linfa-clustering | ^0.14 | |
| 7.2K | 3 | fsrs | ^0.14.0 | |
| 4.6K | 2 | modcholesky | ^0.15 | |
| 2.3K | 1 | linfa-reduction | ^0.14 | |
| 2.2K | crispr_screen | ^0.15.0 | ||
| 1.7K | efficient_pca | ^0.15.0 | ||
| 1.1K | 1 | pca | ^0.14.0 | |
| 900 | 3 | linfa-preprocessing | ^0.14 | |
| 850 | 1 | polycal | ^0.14.0 | |
| 800 | 3 | linfa-pls | ^0.14 | |
| 600 | 2 | linfa-trees | ^0.14 | |
| 380 | erudite | ^0.15.0 | ||
| 370 | 3 | mecomp-analysis | ^0.14.0 | |
| 340 | ndarray-conv | ^0.15 | ||
| 320 | 1 | stochastic-rs | ^0.15.0 | |
| 300 | RustQuant_stochastics | ^0.15.0 | ||
| 270 | iced-lenia | ^0.15.0 | ||
| 250 | reverse_search | ^0.14.0 | ||
| 240 | 4 | egobox-doe | ^0.14 | |
| 230 | candlelighter | ^0.14.0 | ||
| 230 | 1 | linfa-svm | ^0.14 | |
| 190 | 3 | egobox-gp | ^0.14 | |
| 190 | 1 | linfa-tsne | ^0.14 | |
| 180 | 2 | egobox-moe | ^0.14 | |
| 180 | 1 | egobox-ego | ^0.14 | |
| 140 | egobox | ^0.14 | ||
| linfa-ica | ^0.14 | |||
| 750 | 14 | linfa-datasets | optional | ^0.14 |
| 1 | consprob-trained | ^0.14 | ||
| 1 | finalfrontier | ^0.11 | ||
| doers | ^0.15.0 | |||
| 3 | gym-core | ^0.14.0 | ||
| ducky-learn | ^0.14.0 | |||
| align3d | ^0.14.0 | |||
| nnv-rs | ^0.14.0 | |||
| lsh-rs | ^0.11.0 | |||
| ai-dataloader | ^0.14.0 | |||
| pacmap | ^0.15 | |||
| calibrator | ^0.14.0 | |||
| information | ^0.14.0 | |||
| neuronika | ^0.14.0 | |||
| ndarray-numtest | ^0.4 | |||
| operator_advisor | ^0.14.0 | |||
| neural-network-rs | ^0.14.0 | |||
| 1 | alpha-rra | ^0.15.0 | ||
| nonogram | ^0.9.0 | |||
| deep_thought | ^0.14 | |||
| ebirsu | ^0.14.0 | |||
| ksnn | ~0.14.0 | |||
| saber | ^0.9.0 | |||
| fetish-lib | ^0.11.0 | |||
| pyrus-nn | ^0.9 | |||
| tsuga | ^0.11 | |||
| artha | ^0.9.0 | |||
| ferrite_ml_framework | ^0.15.0 | |||
| rstorch | ^0.14.0 | |||
| syron | ^0.14.0 | |||
| vmd-rs | ^0.14.0 | |||
| coliseum | ^0.11.0 | |||
| convolician | ^0.9.0 | |||
| grathe | ^0.14 | |||
| sloword2vec | ^0.6 | |||
| alximo-corr | ^0.14.0 | |||
| gymnasium-rs | ^0.14.0 | |||
| ornstein-uhlenbeck | ^0.11 | |||
| 1 | truncnorm | ^0.14.0 | ||
| utah2 | ^0.11.0 | |||
| dars | ^0.6 | |||
| linfa-ftrl | ^0.14.0 | |||
| rust-optimal-transport | ^0.14 | |||
| ugrad | ^0.14.0 | |||
| clustersort | ^0.15 | |||
| ironcore-alloy | ^0.15.0 | |||
| clue_oxide | ^0.14.0 | |||
| nevermind-neu | ^0.14.0 | |||
| onlinematching | ^0.14.0 | |||
| ann_dataset | ^0.14.0 | |||
| deep_though | ^0.14 | |||
| 1 | intc | ^0.15.0 | ||
| kessler | ^0.13.0 | |||
| mininn | ^0.15.0 | |||
| prophet | ^0.6 | |||
| rust-lstm | ^0.14 | |||
| utah | ^0.3.1 | |||
| vector_quantizer | ^0.15.0 | |||
| glcmrs | ^0.14.0 | |||
| proofmode | ^0.14.0 | |||
| sgpe | ^0.14.0 | |||
| argmin_core | optional | ^0.11.0 | ||
| 1 | cfpyo3_rs_core | optional | ^0.14.0 | |
| 6 | concision-core | optional | ^0.14 | |
| deep_filter | optional | ^0.14 | ||
| potpourri | optional | ^0.14 | ||
| 186K | 82 | ndarray-stats | dev | ^0.15.0 |
| 48K | 4 | re_sdk | dev | ^0.15 |
| 45K | 18 | linfa-linalg | dev | ^0.15 |
| 29K | 34 | linfa | dev | ^0.14 |
| 22K | 6 | linfa-nn | dev | ^0.14 |
| 14K | ndarray-einsum | dev | ^0.15.0 | |
| 9.5K | 5 | ndarray_einsum_beta | dev | ^0.14.0 |
| 2.4K | 3 | petal-neighbors | dev | ^0.15.0 |
| 2.3K | 1 | scouter | dev | ^0.14.0 |
| 2.3K | 3 | petal-clustering | dev | ^0.15.0 |
| 1.8K | 1 | ninterp | dev | ^0.15.0 |
| 1.0K | 1 | ndarray-vision | dev | ^0.14.0 |
| 490 | 1 | lair | dev | ^0.15 |
| 330 | fastatomstruct | dev | ^0.15 | |
| 280 | 6 | anndata | dev | ^0.15 |
| 250 | 4 | anndata-hdf5 | dev | ^0.15 |
| 160 | bed-reader | dev | ^0.15.0 | |
| 120 | 1 | vega_lite_4 | dev | ^0.14 |
| 120 | affinitree | dev | ^0.14.0 | |
| 120 | 1 | anndata-memory | dev | ^0.15.0 |
| 100 | linfa-elasticnet | dev | ^0.14 | |
| linfa-hierarchical | dev | ^0.14 | ||
| static-la | dev | ^0.14.0 | ||
| 2 | biofile | dev | ^0.9.0 | |
| vega_lite_3 | dev | ^0.11 | ||
| vega_lite_5 | dev | ^0.14 | ||
| freude | dev | ^0.9.0 | ||
| 1 | biosphere | dev | ^0.14 | |
| biostats | dev | ^0.9.0 | ||
| gstools-core | dev | ^0.14 | ||
| dynagrad | dev | ^0.9.0 | ||
| 1 | anndata-zarr | dev | ^0.15 | |
| eviolite | dev | ^0.14 | ||
| ida | dev | ^0.9.0 | ||
| changeforest | dev | ^0.14 | ||
| grappes | dev | ^0.11 | ||
| 2 | phylotree | dev | ^0.15.0 | |
| chu-liu-edmonds | dev | ^0.14 | ||
| faiss-next | dev | ^0.14.0 | ||
| gramschmidt | dev | ^0.9.0 | ||
| rustronomy-watershed | dev | ^0.14 | ||
| libroxanne | dev | ^0.14.0 | ||
| 2 | syntaxdot-encoders | dev | ^0.14 | |
| 1 | condest | dev | ^0.9 | |
| numcodecs-random-projection | dev | ^0.15 | ||
| pcw_regrs | dev | ^0.14.0 | ||
| ort_batcher | dev | ^0.14.0 | ||
| 1 | sticker2 | dev | ^0.11 | |
| cerebral | dev | ^0.14 | ||
| cuvs | dev | ^0.14 | ||
| faasle | dev | ^0.15.0 | ||
| jawe-cuvs-iii | dev | ^0.14 | ||
| ortn | dev | ^0.15 | ||
| twirs | dev | ^0.14.0 | ||