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| 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
NumPy is used at run time in 147 crates (of which 56 optionally). It is a direct run-time dependency in 122 crates. It's used only as a dev dependency in 6 crates (of which 5 directly).
| Number of dependers | NumPy version | Downloads/month |
|---|---|---|
| 25 | 0.24.0 | 531K |
| 32 | 0.23.0 | 392K |
| 14 | 0.22.1 | 66K |
| 27 | 0.21.0 | 34K |
| 8 | 0.20.0 | 317K |
| 8 | 0.19.0 | 30K |
| 9 | 0.18.0 | 90K |
| 3 | 0.17.2 | 4.4K |
| 6 | 0.16.2 | 2.4K |
| 5 | 0.15.1 | 1.2K |
| 6 | 0.14.1 | 1.1K |
| 5 | 0.13.2 | 1.2K |
| 2 | 0.12.2 | 5.4K |
| 2 | 0.11.0 | 600 |
| 1 | 0.2.1 | 0 |
| Depender (with downloads and own rev deps) | NumPy version | |||
|---|---|---|---|---|
| 769K | 11 | pyo3-stub-gen | optional | >=0.21.0 |
| 14K | 7 | faer-ext | optional | ^0.23.0 |
| 3.5K | 1 | struqture-py | ^0.23 | |
| 3.5K | quil-py | ^0.20.0 | ||
| 3.4K | qoqo-qryd | ^0.21 | ||
| 2.7K | 3 | pyo3-arrow | ^0.24 | |
| 2.3K | 1 | scouter | ^0.21.0 | |
| 1.8K | 9 | qoqo | ^0.23 | |
| 3.6K | 7 | anise | optional | ^0.23 |
| 2.8K | 19 | num-dual | optional | ^0.23 |
| 550 | 1 | cfpyo3_rs_core | ^0.21.0 | |
| 2.0K | satkit | optional | ^0.24 | |
| 2.0K | 6 | wavers | optional | ^0.21.0 |
| 500 | pyany-serde | ^0.23.0 | ||
| 490 | pipeless-ai | ^0.20 | ||
| 1.9K | 2 | i24 | optional | ^0.21.0 |
| 450 | kannolo | ^0.24.0 | ||
| 430 | 2 | deepbiop-fa | ^0.23 | |
| 430 | libredr-client | ^0.21 | ||
| 420 | sophus_pyo3 | ^0.21 | ||
| 420 | mbf_gtf | ^0.24.0 | ||
| 330 | bazbandilo | ^0.23 | ||
| 320 | 4 | laddu-python | ^0.24.0 | |
| 310 | cfpyo3_rs_bindings | ^0.21.0 | ||
| 290 | komunikilo | ^0.21 | ||
| 290 | egobox | ^0.22.1 | ||
| 270 | qoqo_qiskit_devices | ^0.23 | ||
| 260 | scors | ^0.23.0 | ||
| 250 | numcodecs-python | ^0.24 | ||
| 220 | roaring-landmask | ^0.21 | ||
| 180 | 2 | border-py-gym-env | ^0.14.1 | |
| 160 | mimi-pyo3 | ^0.23.0 | ||
| 130 | event-voxel-builder | ^0.22 | ||
| 900 | 8 | quantity | optional | ^0.23 |
| 850 | fastatomstruct | optional | ^0.23 | |
| 850 | 4 | feos-dft | optional | ^0.23 |
| 100 | 3 | deepbiop-core | ^0.23 | |
| 1 | polars-python | ^0.23 | ||
| molar_python | ^0.23.0 | |||
| 700 | 3 | mwalib | optional | ~0.23 |
| 700 | trs-dataframe | optional | ^0.23 | |
| btfm | ^0.18 | |||
| retworkx | ^0.12.1 | |||
| robotics | ^0.18 | |||
| pywavers | ^0.18.0 | |||
| 600 | rgrow | optional | ^0.23 | |
| savant_rs | ^0.18 | |||
| nalgebra-numpy | ^0.11 | |||
| pyo3-arraylike | ^0.21 | |||
| inflatox | ^0.19 | |||
| cramjam | ^0.14.0 | |||
| phynexus | ^0.18 | |||
| gstools-core | ^0.20 | |||
| tboard-pyo3 | ^0.20.0 | |||
| bed-reader | ^0.22.1 | |||
| verilogae_util | ^0.13 | |||
| 3 | deepbiop-fq | ^0.23 | ||
| faster-fishers | ^0.17.2 | |||
| mbar-rs | ^0.12.1 | |||
| 1 | nicompiler_backend | ^0.19.0 | ||
| 500 | phylodm | optional | ^0.21.0 | |
| konnoohmachi | ^0.15 | |||
| li_stephens_py_hkhan | ^0.15 | |||
| mikan-rs | ^0.23.0 | |||
| optimal-transport | ^0.11.0 | |||
| pyanndata | ^0.22 | |||
| qoqo_for_braket_devices | ^0.21 | |||
| pyaugurs | ^0.19.0 | |||
| ultrametric_matrix_tools | ^0.14.1 | |||
| lather | ^0.2.1 | |||
| nalgebra-py | ^0.16.2 | |||
| lle | ^0.21 | |||
| sciport-rs | ^0.19.0 | |||
| 1 | nii-rs | ^0.23.0 | ||
| seismic | ^0.21.0 | |||
| gymnasium-rs | ^0.19.0 | |||
| vector_quantizer | ^0.23.0 | |||
| bilby_rust | ^0.21 | |||
| glcmrs | ^0.20.0 | |||
| imspect | ^0.22.1 | |||
| kiss-icp-pyo3 | ^0.20 | |||
| kriss_matcher | ^0.22.0 | |||
| niexpctrl_backend | ^0.19.0 | |||
| pyo3-loom | ^0.20.0 | |||
| rlgym-learn-backend | ^0.23.0 | |||
| yomikomi-pyo3 | ^0.22.0 | |||
| 350 | 4 | laddu-core | optional | ^0.24.0 |
| 350 | ndbioimage | optional | ^0.23.0 | |
| 300 | 3 | laddu-extensions | optional | ^0.24.0 |
| 270 | tiffwrite | optional | ^0.24.0 | |
| 250 | 1 | mwa_hyperbeam | optional | ^0.22.1 |
| 220 | 3 | raphtory | optional | ^0.23.0 |
| 130 | lasprs | optional | ^0.24.0 | |
| 120 | qdk_sim_rs | optional | ^0.13.1 | |
| 110 | 3 | tiny-solver | optional | ^0.23.0 |
| 100 | 4 | finch | optional | ^0.18 |
| 100 | qdk_sim_experimental | optional | ^0.13.1 | |
| i48 | optional | ^0.21.0 | ||
| polymers | optional | ^0.19 | ||
| 1 | ragged-buffer | optional | ^0.16.2 | |
| entity-gym-rs | optional | ^0.15 | ||
| 1 | meanshift-rs | optional | ^0.17.2 | |
| babycat | optional | ^0.18.0 | ||
| 1 | constriction | optional | ^0.22 | |
| fbleau | optional | ^0.13 | ||
| 1 | feos | optional | ^0.23 | |
| 7 | feos-core | optional | ^0.23 | |
| feos-gc-pcsaft | optional | ^0.16 | ||
| feos-pcsaft | optional | ^0.16 | ||
| feos-pets | optional | ^0.16 | ||
| finch_lib | optional | ^0.13 | ||
| hidefix | optional | ^0.21.0 | ||
| 1 | lenna_core | optional | ^0.14.1 | |
| 2 | lox-ephem | optional | ^0.23.0 | |
| 1 | lox-orbits | optional | ^0.23.0 | |
| mine-rs | optional | ^0.21 | ||
| ndspec | optional | ^0.20.0 | ||
| 2 | nox | optional | ^0.21.0 | |
| qrotate | optional | ^0.18.0 | ||
| righor | optional | ^0.21 | ||
| s2gpp | optional | ^0.16 | ||
| transient | optional | ^0.21 | ||
| 400 | border | dev | ^0.14.1 | |
| 140 | sir_ddft | dev | ^0.18 | |
| 1 | kders | dev | ^0.21.0 | |
| rust-optimal-transport | dev | ^0.15 | ||
| twirs | dev | ^0.19.0 | ||