| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 7 | 7 | 7 | 9 | 10 | 10 | 10 | 12 | 15 | 17 | 18 | 18 | 18 | 17 | 20 | 22 | 22 | 20 | 21 | 26 | 30 | 30 | 30 | 30 | 31 |
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| 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
NumPy is used at run time in 280 crates (of which 147 optionally). It is a direct run-time dependency in 206 crates. It's used only as a dev dependency in 6 crates (of which 4 directly).
| Number of dependers | NumPy version | Downloads/month |
|---|---|---|
| 122 | 0.27.1 | 159K |
| 20 | 0.26.0 | 969K |
| 28 | 0.25.0 | 760K |
| 11 | 0.24.0 | 25K |
| 14 | 0.23.0 | 24K |
| 13 | 0.22.1 | 41K |
| 20 | 0.21.0 | 33K |
| 10 | 0.20.0 | 150K |
| 9 | 0.19.0 | 7.9K |
| 9 | 0.18.0 | 7.7K |
| 3 | 0.17.2 | 1.3K |
| 6 | 0.16.2 | 5.1K |
| 5 | 0.15.1 | 200 |
| 6 | 0.14.1 | 430 |
| 5 | 0.13.2 | 19 |
| 2 | 0.12.2 | 500 |
| 2 | 0.11.0 | 0 |
| 1 | 0.2.1 | 0 |
| Depender (with downloads and own rev deps) | NumPy version | |||
|---|---|---|---|---|
| 639K | 6 | pyo3-arrow | ^0.27 | |
| 274K | 38 | pyo3-stub-gen | optional | >=0.26.0 |
| 39K | 14 | faer-ext | optional | ^0.26.0 |
| 13K | 4 | quil-rs | optional | ^0.26.0 |
| 3.4K | qoqo-qryd | ^0.21 | ||
| 2.7K | quil-py | ^0.20.0 | ||
| 7.7K | 2 | interpn | optional | ^0.27.1 |
| 2.3K | 1 | scouter | ^0.21.0 | |
| 6.9K | rustorch | optional | ^0.24 | |
| 2.1K | bed-reader | ^0.22.1 | ||
| 6.4K | 1 | scirs2-interpolate | optional | ^0.27.1 |
| 1.9K | egobox | ^0.25 | ||
| 5.5K | 10 | anise | optional | ^0.27 |
| 1.4K | moshi-server | ^0.23.0 | ||
| 1.2K | qoqo_qiskit_devices | ^0.23 | ||
| 4.1K | satkit | optional | ^0.27 | |
| 750 | 1 | medmodels-python | ^0.24.0 | |
| 750 | roaring-landmask | ^0.21 | ||
| 700 | lle | ^0.24.0 | ||
| 2.5K | 20 | num-dual | optional | ^0.27 |
| 550 | orion-sdr | ^0.22 | ||
| 550 | scors | ^0.23.0 | ||
| 490 | pipeless-ai | ^0.20 | ||
| 480 | 1 | cfpyo3_rs_core | ^0.25.0 | |
| 1.9K | 1 | constriction | optional | ^0.27 |
| 420 | sophus_pyo3 | ^0.21 | ||
| 350 | cfpyo3_rs_bindings | ^0.25.0 | ||
| 330 | bazbandilo | ^0.23 | ||
| 290 | gstools-core | ^0.21 | ||
| 290 | 1 | border-py-gym-env | ^0.14.1 | |
| 290 | komunikilo | ^0.21 | ||
| 280 | mbf_gtf | ^0.24.0 | ||
| 280 | ruststartracker | ^0.21.0 | ||
| 1.3K | 2 | i24 | optional | ^0.27.0 |
| 240 | mikan-rs | ^0.23.0 | ||
| 220 | 1 | polars-python | ^0.26 | |
| 1.1K | vlsvrs | optional | ^0.25.0 | |
| 190 | phynexus | ^0.24.0 | ||
| 1.0K | 10 | wavers | optional | ^0.21.0 |
| 160 | vector_quantizer | ^0.23.0 | ||
| 160 | 1 | nii-rs | ^0.23.0 | |
| 160 | seismic | ^0.21.0 | ||
| 160 | mimi-pyo3 | ^0.23.0 | ||
| 130 | event-voxel-builder | ^0.22 | ||
| 700 | 3 | scirs2-series | optional | ^0.27.1 |
| shgo-rs | ^0.26.0 | |||
| btfm | ^0.18 | |||
| moshi-server-db | ^0.23.0 | |||
| retworkx | ^0.12.1 | |||
| 650 | lasprs | optional | ^0.25.0 | |
| 1 | struqture-py | ^0.25 | ||
| mrrs | ^0.24.0 | |||
| 600 | 8 | scirs2-cluster | optional | ^0.27.1 |
| robotics | ^0.18 | |||
| pywavers | ^0.18.0 | |||
| savant_rs | ^0.18 | |||
| nalgebra-numpy | ^0.11 | |||
| 9 | qoqo | ^0.25 | ||
| 550 | 2 | numerica | optional | ^0.27 |
| pyany-serde | ^0.24.0 | |||
| inflatox | ^0.19 | |||
| cramjam | ^0.14.0 | |||
| tboard-pyo3 | ^0.20.0 | |||
| verilogae_util | ^0.13 | |||
| faster-fishers | ^0.17.2 | |||
| mbar-rs | ^0.12.1 | |||
| 1 | nicompiler_backend | ^0.19.0 | ||
| 500 | 12 | numrs2 | optional | ^0.27.1 |
| 500 | phylodm | optional | ^0.21.0 | |
| konnoohmachi | ^0.15 | |||
| li_stephens_py_hkhan | ^0.15 | |||
| 500 | 8 | symbolica | optional | ^0.27 |
| optimal-transport | ^0.11.0 | |||
| pyaugurs | ^0.19.0 | |||
| ultrametric_matrix_tools | ^0.14.1 | |||
| lather | ^0.2.1 | |||
| nalgebra-py | ^0.16.2 | |||
| 5 | laddu-python | ^0.27.0 | ||
| sciport-rs | ^0.19.0 | |||
| gymnasium-rs | ^0.19.0 | |||
| 2 | scouter-drift | 0.* | ||
| 500 | hidefix | optional | ^0.21.0 | |
| astrora_core | ^0.22 | |||
| bilby_rust | ^0.21 | |||
| border-minari | ^0.14.1 | |||
| brahe | ^0.27.0 | |||
| cog3pio | ^0.25.0 | |||
| 1 | comfy-builder-core | ^0.26.0 | ||
| darn-dmap | ^0.26.0 | |||
| 3 | deepbiop-core | ^0.27 | ||
| 2 | deepbiop-fa | ^0.27 | ||
| 3 | deepbiop-fq | ^0.27 | ||
| ellippy_binding | ^0.26.0 | |||
| ferromic | ^0.18 | |||
| flowrider | ^0.25 | |||
| glcmrs | ^0.20.0 | |||
| goad | ^0.27.0 | |||
| herzfeld | ^0.27 | |||
| imspect | ^0.22.1 | |||
| kannolo | ^0.24.0 | |||
| kiss-icp-pyo3 | ^0.20 | |||
| kriss_matcher | ^0.22.0 | |||
| libredr-client | ^0.27 | |||
| molar_python | ^0.27 | |||
| neopdf_pyapi | ^0.25 | |||
| niexpctrl_backend | ^0.19.0 | |||
| numcodecs-python | ^0.26 | |||
| pkboost | ^0.27 | |||
| pyanndata | ^0.25 | |||
| pyo3-arraylike | ^0.27.1 | |||
| pyo3-loom | ^0.20.0 | |||
| qcs-sdk-python | ^0.20.0 | |||
| qoqo_for_braket_devices | ^0.25 | |||
| qtransformers-core | ^0.22 | |||
| rlgym-learn-backend | ^0.23.0 | |||
| rscm | ^0.27.1 | |||
| 1 | rscm-components | ^0.27.1 | ||
| 4 | rscm-core | ^0.27.1 | ||
| 1 | rscm-two-layer | ^0.27.1 | ||
| scouter-client | 0.* | |||
| 2 | scouter-profile | 0.* | ||
| sklears-python | ^0.25 | |||
| stateset-rl-core | ^0.22 | |||
| survival | ^0.27.1 | |||
| torsh-python | ^0.27 | |||
| yomikomi-pyo3 | ^0.22.0 | |||
| 440 | righor | optional | ^0.21 | |
| 250 | trs-dataframe | optional | ^0.26 | |
| 230 | 1 | inpaint | optional | >=0.27, <0.28 |
| 220 | pylate-rs | optional | ^0.25.0 | |
| 200 | 8 | quantity | optional | ^0.27 |
| 200 | starfield | optional | ^0.19 | |
| 140 | 4 | idsp | optional | ^0.27 |
| 120 | qdk_sim_rs | optional | ^0.13.1 | |
| 100 | qdk_sim_experimental | optional | ^0.13.1 | |
| i48 | optional | ^0.21.0 | ||
| polymers | optional | ^0.19 | ||
| 1 | ragged-buffer | optional | ^0.16.2 | |
| 3 | voirs-evaluation | optional | ^0.26.0 | |
| 4 | finch | optional | ^0.18 | |
| 3 | mwalib | optional | =0.27 | |
| transient | optional | ^0.21 | ||
| voirs-ffi | optional | ^0.26.0 | ||
| entity-gym-rs | optional | ^0.15 | ||
| muvera-rs | optional | ^0.25.0 | ||
| babycat | optional | ^0.18.0 | ||
| 1 | meanshift-rs | optional | ^0.17.2 | |
| RustFrames | optional | ^0.26.0 | ||
| 5 | annembed | optional | ^0.24 | |
| audio_samples_io | optional | ^0.27.1 | ||
| 1 | avila-math | optional | ^0.23 | |
| cfsem | optional | ^0.27.0 | ||
| copyforward | optional | ^0.20 | ||
| evlib | optional | ^0.25.0 | ||
| 1 | fastatomstruct | optional | ^0.27 | |
| fbleau | optional | ^0.13 | ||
| feos-gc-pcsaft | optional | ^0.16 | ||
| feos-pcsaft | optional | ^0.16 | ||
| feos-pets | optional | ^0.16 | ||
| finch_lib | optional | ^0.13 | ||
| fragmentcolor | optional | ^0.26 | ||
| gnss-dsp | optional | ^0.27 | ||
| 1 | is-it-slop-preprocessing | optional | ^0.27 | |
| ivp | optional | ^0.27 | ||
| jin | optional | ^0.27.0 | ||
| 4 | laddu-core | optional | ^0.27.0 | |
| 4 | laddu-extensions | optional | ^0.27.0 | |
| 1 | lenna_core | optional | ^0.14.1 | |
| lox-space | optional | ^0.27.0 | ||
| medrs | optional | ^0.24 | ||
| mine-rs | optional | ^0.21 | ||
| multisensor-lmb-filters-rs | optional | ^0.23 | ||
| 1 | mwa_hyperbeam | optional | ^0.22.1 | |
| nanofts | optional | ^0.22 | ||
| ndbioimage | optional | ^0.27 | ||
| ndspec | optional | ^0.20.0 | ||
| neighborlist-rs | optional | ^0.27.0 | ||
| newton-sos | optional | ^0.26.0 | ||
| 1 | next-plaid-onnx | optional | ^0.23 | |
| norfair-rs | optional | ^0.27 | ||
| 2 | nox | optional | ^0.21.0 | |
| 5 | oxirs-vec | optional | ^0.25 | |
| qrotate | optional | ^0.18.0 | ||
| 1 | qudit-circuit | optional | ^0.27.0 | |
| 4 | qudit-core | optional | ^0.27.0 | |
| 3 | qudit-expr | optional | ^0.27.0 | |
| qudit-inst | optional | ^0.27.0 | ||
| rabitq-rs | optional | ^0.20 | ||
| 3 | raphtory | optional | ^0.25.0 | |
| rgrow | optional | ^0.26 | ||
| rma-kinetics | optional | ^0.27.0 | ||
| rustygraph | optional | ^0.23 | ||
| s2gpp | optional | ^0.16 | ||
| shodh-memory | optional | ^0.22 | ||
| spintronics | optional | ^0.25 | ||
| symb_anafis | optional | ^0.27.1 | ||
| 1 | taco_format | optional | ^0.27 | |
| 2 | tessera-embeddings | optional | ^0.22 | |
| 1 | tiffwrite | optional | ^0.27 | |
| torsh-benches | optional | ^0.27 | ||
| torsh-ffi | optional | ^0.27 | ||
| 3 | torsh-sparse | optional | ^0.27 | |
| treeboost | optional | ^0.23 | ||
| unitforge | optional | ^0.26.0 | ||
| unitoken | optional | ^0.27.1 | ||
| 4 | voirs-recognizer | optional | ^0.26.0 | |
| 140 | sir_ddft | dev | ^0.18 | |
| 100 | 1 | kders | dev | ^0.21.0 |
| rust-optimal-transport | dev | ^0.15 | ||
| twirs | dev | ^0.19.0 | ||