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| 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ndarray-rand is used at run time in 398 crates (of which 29 optionally). It is a direct run-time dependency in 127 crates. It's used only as a dev dependency in 68 crates (of which 63 directly).
| Number of dependers | ndarray-rand version | Downloads/month |
|---|---|---|
| 199 | 0.16.0 | 34K |
| 92 | 0.15.0 | 51K |
| 144 | 0.14.0 | 55K |
| 1 | 0.13.0 | 500 |
| 12 | 0.11.0 | 1.8K |
| 13 | 0.9.0 | 600 |
| 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 | |||
|---|---|---|---|---|
| 49K | 22 | linfa-clustering | ^0.15 | |
| 31K | 5 | linfa-reduction | ^0.15 | |
| 12K | 2 | modcholesky | ^0.15 | |
| 22K | 196 | scirs2-core | optional | ^0.16.0 |
| 6.9K | rustorch | ^0.15.0 | ||
| 3.8K | 8 | linfa-trees | ^0.15 | |
| 2.7K | 2 | efficient_pca | ^0.15.0 | |
| 2.7K | 7 | linfa-preprocessing | ^0.15 | |
| 2.1K | 4 | egobox-doe | ^0.15 | |
| 1.9K | egobox | ^0.14 | ||
| 1.9K | 3 | linfa-pls | ^0.15 | |
| 1.3K | crispr_screen | ^0.15.0 | ||
| 1.2K | 3 | egobox-gp | ^0.15 | |
| 1.0K | 1 | alpha-rra | ^0.15.0 | |
| 900 | deep_quokka | ^0.15.0 | ||
| 850 | 1 | intc | ^0.15.0 | |
| 800 | chess-vector-engine | ^0.15 | ||
| 750 | 1 | polycal | ^0.14.0 | |
| 700 | ai-dataloader | ^0.14.0 | ||
| 2.4K | 19 | linfa-datasets | optional | ^0.15 |
| 600 | 7 | scirs2-signal | ^0.16.0 | |
| 550 | 3 | linfa-svm | ^0.15 | |
| 490 | scirs2-optim | ^0.15.0 | ||
| 460 | mininn | ^0.15.0 | ||
| 430 | 1 | fastkmeans-rs | ^0.15 | |
| 300 | RustQuant_stochastics | ^0.15.0 | ||
| 260 | ann_dataset | ^0.14.0 | ||
| 250 | 2 | linfa-tsne | ^0.15 | |
| 250 | reverse_search | ^0.14.0 | ||
| 230 | candlelighter | ^0.14.0 | ||
| 210 | rust-ml | ^0.15.0 | ||
| 200 | 1 | lsh-rs2 | ^0.11.0 | |
| 160 | vector_quantizer | ^0.15.0 | ||
| 150 | vmd-rs | ^0.14.0 | ||
| 140 | elara-math | ^0.14.0 | ||
| 120 | 3 | egobox-moe | ^0.15 | |
| 120 | 3 | egobox-ego | ^0.15 | |
| 1 | consprob-trained | ^0.14 | ||
| calibrator | ^0.14.0 | |||
| clue_oxide | ^0.14.0 | |||
| 2 | next-plaid | ^0.15 | ||
| iced-lenia | ^0.15.0 | |||
| 3 | gym-core | ^0.14.0 | ||
| clustersort | ^0.15 | |||
| 1 | finalfrontier | ^0.11 | ||
| geosets-rs | ^0.15.0 | |||
| 1 | truncnorm | ^0.14.0 | ||
| doers | ^0.15.0 | |||
| ducky-learn | ^0.14.0 | |||
| 600 | deep_filter | optional | ^0.14 | |
| align3d | ^0.14.0 | |||
| prophet | ^0.6 | |||
| nnv-rs | ^0.14.0 | |||
| onlinematching | ^0.14.0 | |||
| 1 | pca | ^0.14.0 | ||
| lsh-rs | ^0.11.0 | |||
| linfa-ensemble | ^0.15 | |||
| kessler | ^0.13.0 | |||
| neuronika | ^0.14.0 | |||
| ndarray-numtest | ^0.4 | |||
| artha | ^0.9.0 | |||
| operator_advisor | ^0.14.0 | |||
| neural-network-rs | ^0.14.0 | |||
| nonogram | ^0.9.0 | |||
| rust-optimal-transport | ^0.14 | |||
| deep_thought | ^0.14 | |||
| nevermind-neu | ^0.14.0 | |||
| ebirsu | ^0.14.0 | |||
| ksnn | ~0.14.0 | |||
| saber | ^0.9.0 | |||
| alximo-corr | ^0.14.0 | |||
| fetish-lib | ^0.11.0 | |||
| pyrus-nn | ^0.9 | |||
| temporal-compare | ^0.14 | |||
| tsuga | ^0.11 | |||
| rstorch | ^0.14.0 | |||
| syron | ^0.14.0 | |||
| coliseum | ^0.11.0 | |||
| convolician | ^0.9.0 | |||
| information | ^0.14.0 | |||
| sloword2vec | ^0.6 | |||
| ornstein-uhlenbeck | ^0.11 | |||
| utah | ^0.3.1 | |||
| utah2 | ^0.11.0 | |||
| dars | ^0.6 | |||
| 3 | mecomp-analysis | ^0.15.0 | ||
| ugrad | ^0.14.0 | |||
| gymnasium-rs | ^0.14.0 | |||
| pacmap | ^0.15 | |||
| deep_though | ^0.14 | |||
| 1 | asg-lang | ^0.15 | ||
| 1 | avila-clustering | ^0.14 | ||
| avx-clustering | ^0.14 | |||
| cortexa | ^0.16.0 | |||
| evlib | ^0.14.0 | |||
| ferrite-rs | ^0.15.0 | |||
| ferrite_ml_framework | ^0.15.0 | |||
| genesis-protocol | ^0.14 | |||
| glcmrs | ^0.14.0 | |||
| 1 | greeners | ^0.14 | ||
| intrinsic-dim | ^0.14 | |||
| ironcore-alloy | ^0.15 | |||
| linfa-ftrl | ^0.15.0 | |||
| linfa-ica | ^0.15 | |||
| meuron | ^0.16.0 | |||
| mi2graph | ^0.16.0 | |||
| nbml | ^0.15.0 | |||
| 1 | omega-meta-sona | ^0.14 | ||
| quantum-sim | ^0.15 | |||
| rust-lstm | ^0.14 | |||
| rusty-gradients | ^0.15.0 | |||
| rusty_learn | ^0.14 | |||
| rustyasg | ^0.15.0 | |||
| 1 | sevensense-learning | ^0.14 | ||
| sgpe | ^0.14.0 | |||
| sklearn-rs | ^0.14 | |||
| 1 | stochastic-rs | ^0.16.0 | ||
| temporal-neural-solver | ^0.14 | |||
| 480 | 1 | cfpyo3_rs_core | optional | ^0.14.0 |
| argmin_core | optional | ^0.11.0 | ||
| lineage-rs | optional | ^0.14 | ||
| potpourri | optional | ^0.14 | ||
| 1 | rustyml | optional | ^0.16.0 | |
| 241K | 118 | ndarray-stats | dev | ^0.16.0 |
| 162K | xgrammar | dev | ^0.15 | |
| 90K | 20 | linfa-linalg | dev | ^0.15 |
| 79K | 64 | linfa | dev | ^0.15 |
| 66K | 14 | linfa-nn | dev | ^0.15 |
| 24K | 1 | ndarray-einsum | dev | ^0.16.0 |
| 13K | 4 | petal-neighbors | dev | ^0.16 |
| 13K | 4 | ndarray_einsum_beta | dev | ^0.14.0 |
| 5.1K | 4 | petal-clustering | dev | ^0.16 |
| 4.5K | ndarray-conv | dev | >=0.16 | |
| 2.8K | 1 | ndarray-vision | dev | ^0.14.0 |
| 2.5K | 5 | ninterp | dev | ^0.16.0 |
| 2.3K | 1 | scouter | dev | ^0.14.0 |
| 950 | changeforest | dev | ^0.15 | |
| 900 | 12 | scouter-types | dev | 0.* |
| 800 | 2 | scouter-profile | dev | 0.* |
| 800 | 2 | scouter-drift | dev | 0.* |
| 800 | 2 | scouter-events | dev | 0.* |
| 650 | 1 | lair | dev | ^0.16 |
| 500 | 1 | cuvs | dev | ^0.14 |
| 370 | vega_lite_4 | dev | ^0.15 | |
| 360 | 8 | anndata | dev | ^0.15 |
| 340 | 6 | anndata-hdf5 | dev | ^0.15 |
| 300 | affinitree | dev | ^0.14.0 | |
| 290 | gstools-core | dev | ^0.14 | |
| 210 | 4 | phylotree | dev | ^0.15.0 |
| 190 | 2 | biofile | dev | ^0.9.0 |
| 140 | vega_lite_5 | dev | ^0.15 | |
| 140 | 1 | muscat | dev | ^0.15.0 |
| 1 | linfa-elasticnet | dev | ^0.15 | |
| linfa-hierarchical | dev | ^0.15 | ||
| biostats | dev | ^0.9.0 | ||
| faasle | dev | ^0.15.0 | ||
| 2 | syntaxdot-encoders | dev | ^0.14 | |
| bed-reader | dev | ^0.15.0 | ||
| 1 | libcorenn | dev | ^0.14.0 | |
| faiss-next | dev | ^0.14.0 | ||
| rustronomy-watershed | dev | ^0.14 | ||
| 1 | sticker2 | dev | ^0.11 | |
| static-la | dev | ^0.14.0 | ||
| vega_lite_3 | dev | ^0.11 | ||
| libroxanne | dev | ^0.14.0 | ||
| freude | dev | ^0.9.0 | ||
| 1 | condest | dev | ^0.9 | |
| gramschmidt | dev | ^0.9.0 | ||
| dynagrad | dev | ^0.9.0 | ||
| ida | dev | ^0.9.0 | ||
| cerebral | dev | ^0.14 | ||
| eviolite | dev | ^0.14 | ||
| grappes | dev | ^0.11 | ||
| jawe-cuvs-iv | dev | ^0.14 | ||
| 2 | scirs2-transform | dev | ^0.16.0 | |
| pcw_regrs | dev | ^0.14.0 | ||
| ort_batcher | dev | ^0.14.0 | ||
| anndata-zarr | dev | ^0.15 | ||
| 1 | biosphere | dev | ^0.16 | |
| chu-liu-edmonds | dev | ^0.14 | ||
| 1 | fastatomstruct | dev | ^0.15 | |
| jawe-cuvs-iii | dev | ^0.14 | ||
| klaster | dev | ^0.15.0 | ||
| 1 | kn0sys-nn | dev | ^0.16 | |
| linfa-lars | dev | ^0.15 | ||
| ngboost-rs | dev | ^0.16.0 | ||
| numcodecs-random-projection | dev | ^0.15 | ||
| numcodecs-wasm-host-reproducible | dev | ^0.15 | ||
| ortn | dev | ^0.15 | ||
| twirs | dev | ^0.14.0 | ||