| 3 | 3 | 3 | 3 | 3 | 5 | 5 | 7 | 8 | 9 | 10 | 9 | 10 | 10 | 10 | 12 | 11 | 11 | 12 | 12 | 13 | 15 | 15 | 16 | 17 | 17 | 21 | 24 | 25 | 28 | 28 | 29 | 28 | 30 | 28 | 31 | 34 | 34 | 34 | 34 | 37 | 39 | 44 | 44 | 45 | 48 | 57 | 60 | 59 |
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| 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
half is used at run time in 4,427 crates (of which 1,025 optionally). It is a direct run-time dependency in 366 crates. It's used at build time in 4 crates (). It's used only as a dev dependency in 5,984 crates (of which 17 directly).
| Number of dependers | half version | Downloads/month |
|---|---|---|
| 7,431 | 2.6.0 | 3.3M |
| 50 | 2.4.1 | 3.2M |
| 1 | 2.4.0 | 594K |
| 11 | 2.2.1 | 99K |
| 1 | 2.1.0 | 8.9K |
| 2,920 | 1.8.3 | 4.0M |
| 1 | 1.7.1 | 142K |
| Depender (with downloads and own rev deps) | half version | |||
|---|---|---|---|---|
| 5.8M | 3 | ciborium-ll | ^2.2 | |
| 2.2M | 97 | arrow-array | ^2.1 | |
| 2.2M | 64 | arrow-buffer | ^2.1 | |
| 2.2M | 35 | arrow-cast | ^2.1 | |
| 2.2M | 30 | arrow-data | ^2.1 | |
| 2.1M | 140 | parquet | ^2.1 | |
| 2.6M | 405 | serde_cbor | ^1.2.0 | |
| 1.8M | 18 | arrow-json | ^2.1 | |
| 2.0M | 8 | arrow-row | ^2.1 | |
| 1.2M | 9 | exr | ^2.1.0 | |
| 2.1M | 126 | numpy | optional | ^2.0 |
| 2.0M | 311 | arrow | optional | ^2.1 |
| 549K | 108 | fixed | >=1.8, <3 | |
| 536K | 73 | tch | ^2 | |
| 480K | 68 | naga | ^2.5 | |
| 474K | 51 | datafusion-common | ^2.2.1 | |
| 473K | 22 | datafusion-physical-expr | ^2.2.1 | |
| 466K | 11 | datafusion-physical-plan | ^2.2.1 | |
| 283K | 4 | three-d-asset | ^2 | |
| 213K | 12 | datafusion-functions-aggregate | ^2.2.1 | |
| 171K | 6 | serde_cbor_2 | ^1.2.0 | |
| 440K | 2 | argminmax | optional | ^2.3.1 |
| 129K | 1 | gemm-f16 | ^2.3 | |
| 368K | 59 | ort | optional | ^2.1 |
| 322K | 19 | kiddo | optional | ^2 |
| 310K | 10 | npyz | optional | ^2.1.0 |
| 72K | 9 | cbor-diag | ^2.1.0 | |
| 57K | 6 | serde_arrow | ^2 | |
| 55K | 7 | re_arrow2 | ^2.2 | |
| 49K | 84 | candle-core | ^2.5.0 | |
| 48K | 56 | re_log_types | ^2.3.1 | |
| 48K | 28 | re_types_core | ^2.3.1 | |
| 146K | 92 | minicbor | optional | ^2.4.0 |
| 48K | 53 | re_types | ^2.3.1 | |
| 46K | 8 | ug | ^2.3.1 | |
| 129K | 8 | gemm-common | optional | ^2.3 |
| 42K | 15 | re_chunk | ^2.3.1 | |
| 123K | 12 | pgvector | optional | ^2 |
| 35K | 15 | re_byte_size | ^2.3.1 | |
| 35K | 25 | re_renderer | ^2.3.1 | |
| 33K | 34 | re_viewer_context | ^2.3.1 | |
| 31K | 1 | re_view_tensor | ^2.3.1 | |
| 30K | 58 | candle-nn | ^2.5.0 | |
| 29K | 3 | tract-data | =2.4.1 | |
| 29K | 2 | tract-linalg | build | =2.4.1 |
| 28K | arrow_convert | ^2 | ||
| 28K | 20 | iced_graphics | ^2.2 | |
| 82K | 21 | bevy_pbr | optional | ^2 |
| 81K | 14 | cbor4ii | optional | ^2 |
| 22K | 7 | float8 | ^2.4.1 | |
| 20K | 86 | vulkano | ^2.0 | |
| 55K | 74 | opencv | optional | ^2, <2.5.0 |
| 14K | 3 | dhall | ^2.1.0 | |
| 10K | 1 | burn-candle | ^2.4.1 | |
| 11K | 2 | burn-core | ^2.4.1 | |
| 11K | 12 | burn-tensor | ^2.4.1 | |
| 31K | 39 | cudarc | optional | ^2.4.1 |
| 10K | 3 | burn-jit | ^2.4.1 | |
| 9.6K | 9 | cubecl-core | ^2.4.1 | |
| 9.6K | 4 | cubecl-linalg | ^2.4.1 | |
| 9.6K | 6 | cubecl | ^2.4.1 | |
| 9.4K | 6 | ug-cuda | ^2.3.1 | |
| 9.2K | 1 | cubecl-cuda | ^2.4.1 | |
| 8.9K | 1 | burn-cuda | ^2.4.1 | |
| 8.8K | 2 | cubecl-cpp | ^2.4.1 | |
| 8.7K | 1 | cubecl-hip | ^2.4.1 | |
| 8.6K | 1 | burn-hip | ^2.4.1 | |
| 5.3K | 10 | lance-arrow | ^2.4.1 | |
| 5.2K | 5 | lance-linalg | ^2.4.1 | |
| 5.2K | 4 | lance-index | ^2.4.1 | |
| 5.1K | 4 | lance | ^2.4.1 | |
| 4.6K | 1 | ggml-quants | ^2.4 | |
| 4.5K | 19 | rust-bert | ^2 | |
| 13K | dlpark | optional | ^2.3 | |
| 4.1K | 2 | wesl | ^2.4.1 | |
| 4.1K | 4 | burn-fusion | ^2.4.1 | |
| 4.0K | 3 | burn-tch | ^2.4.1 | |
| 3.7K | 16 | pot | ^2.2.1 | |
| 3.5K | 1 | marrow | ^2 | |
| 3.1K | 16 | tensorflow | ^2.1.0 | |
| 2.9K | 2 | jpegxl-rs | ^2.4.1 | |
| 9.4K | 11 | cust_core | optional | ^1.8 |
| 2.8K | 5 | ug-metal | ^2.3.1 | |
| 2.7K | 3 | pyo3-arrow | ^2 | |
| 2.7K | 4 | colorutils-rs | ^2.4.1 | |
| 2.7K | 5 | lancedb | =2.4.1 | |
| 8.1K | 2 | minicbor-serde | optional | ^2.4.0 |
| 8.0K | 16 | bytebuffer | optional | ^2.4.1 |
| 2.2K | 1 | grafix-toolbox | ^2 | |
| 2.2K | macerator | ^2.5.0 | ||
| 2.2K | 1 | xlsynth-g8r | ^2.6 | |
| 2.2K | bevy_gaussian_splatting | ^2.3 | ||
| 2.1K | 5 | rustpython-vm | ^1.8.2 | |
| 2.0K | 4 | nlprule | ^1.7 | |
| 1.9K | 8 | pco | ^2.0.0 | |
| 1.8K | re_space_view_tensor | ^2.3.1 | ||
| 1.7K | 1 | libblur | ^2.4.1 | |
| 5.7K | 16 | mem_dbg | optional | ^2.0.4 |
| 1.7K | 3 | cuda_std | ^1.7.1 | |
| 5.6K | 8 | common_traits | optional | ^2.2.1 |
| 1.6K | 6 | candle-flash-attn | ^2.3.1 | |
| 1.5K | 4 | dora-arrow-convert | ^2.5.0 | |
| 5.0K | 2 | substrate-fixed | optional | ^1.4 |
| 5.0K | 1 | digit-layout | optional | ^2.4 |
| 5.0K | 1 | hdf5-metno-types | optional | ^2.2 |
| 1.4K | oasysdb | ^2.4.1 | ||
| 1.3K | 26 | vortex-dtype | ^2.2.1 | |
| 1.1K | 5 | image_dds | ^2.2.1 | |
| 1.1K | coreml-rs | ^2.4.1 | ||
| 1.0K | 6 | cbor-data | ^1.6.0 | |
| 950 | 4 | rstsr-core | ^2.4 | |
| 800 | 8 | aluvm | ^2.4.1 | |
| 750 | ecu-uds | ^2 | ||
| 750 | 1 | renderling | ^2.3 | |
| 750 | ssbh_data | ^2.1.0 | ||
| 700 | egui-dataframe-sample | =2.2.1 | ||
| 700 | 1 | spq-core | ^2.3 | |
| 700 | 2 | rstsr-blas-traits | ^2.4 | |
| 650 | 13 | dcbor | ^2.4.1 | |
| 650 | 4 | spq-spvasm | ^2.3 | |
| 600 | 1 | vectordb | =2.3.1 | |
| 600 | 1 | varlociraptor | ^2.3 | |
| 600 | 3 | zarrs_metadata | ^2.0.0 | |
| 600 | 2 | fyrox-impl | ^2.2.1 | |
| 600 | 5 | color-rs | ^1.6.0 | |
| 550 | 1 | maidenx_cpu | ^2.4.1 | |
| 550 | 1 | xctch-sys | ^2.3.1 | |
| 550 | xctch | ^2.3.1 | ||
| 550 | 1 | maidenx_cuda | ^2.4.1 | |
| 550 | 1 | onnx-ir | ^2.4.1 | |
| 2.1K | 3 | spirv-cross2 | optional | ^2.4.1 |
| 500 | RayBNN_Raytrace | ^2.4.1 | ||
| 500 | pllm | ^2.4.0 | ||
| 480 | 4 | zarrs | ^2.0.0 | |
| 480 | RayBNN_DataLoader | ^2.4.1 | ||
| 480 | 3 | maidenx_core | ^2.4.1 | |
| 470 | 3 | burn-import | ^2.4.1 | |
| 470 | 1 | web-rwkv | ^2.2 | |
| 460 | 1 | candle-gemm-f16 | ^2.2 | |
| 460 | 2 | maidenx_tensor | ^2.4.1 | |
| 450 | 8 | tetra | ^2.1.0 | |
| 450 | 1 | kalosm-learning | ^2.3.1 | |
| 450 | eerie | ^2.6.0 | ||
| 440 | RayBNN_DiffEq | ^2.4.1 | ||
| 440 | pco_cli | ^2.1.0 | ||
| 440 | RayBNN_Neural | ^2.4.1 | ||
| 440 | tritonserver-rs | ^2.4.1 | ||
| 430 | 1 | uu_od | ^2.4.1 | |
| 430 | RayBNN_Sparse | ^2.4.1 | ||
| 420 | kannolo | ^2.4.1 | ||
| 410 | mlx-rs | ^2 | ||
| 400 | autograph | ^2.1.0 | ||
| 400 | tch-plus | ^2 | ||
| 390 | anda_db_hnsw | ^2.5 | ||
| 350 | RayBNN_Cell | ^2.4.1 | ||
| 340 | embed_anything | ^2.4.1 | ||
| 340 | hpt | ^2.3.1 | ||
| 340 | 6 | hpt-types | ^2.3.1 | |
| 340 | 4 | ferrishot_iced_graphics | ^2.2 | |
| 330 | 1 | all-is-cubes-gpu | ^2.3.1 | |
| 320 | web-rwkv-converter | ^2.2 | ||
| 310 | 1 | shiva-color-rs | ^1.6.0 | |
| 300 | 253 | caffe2-imports | ^2.2.1 | |
| 280 | 1 | egui-dataframe | =2.2.1 | |
| 280 | 1 | ion-schema | ^2.2.1 | |
| 280 | 1 | hpt-dataloader | ^2.3.1 | |
| 270 | 3 | float-pigment-css | ^2.0.0, <2.3.0 | |
| 270 | 1 | zserio | ^2.4.1 | |
| 270 | candle-layer-norm | ^2.3.1 | ||
| 270 | candle-rotary | ^2.3.1 | ||
| 270 | 2 | cs_serde_cbor | ^1.2.0 | |
| 270 | candle-cublaslt | ^2.3.1 | ||
| 260 | vdb-rs | ^2.2.1 | ||
| 250 | 17 | arrayfire | ^1.5.0 | |
| 230 | 1 | maidenx_mps | ^2.4.1 | |
| 230 | candle-pyo3 | ^2.5.0 | ||
| 230 | 6 | llm-base | ^2.2.1 | |
| 1.1K | 6 | geoarrow | optional | ^2.4.1 |
| 210 | 2 | spirq-spvasm | ^2.3 | |
| 210 | ham-cats | ^2.3.1 | ||
| 210 | datafusion-sqllogictest | ^2.2.1 | ||
| 200 | 1 | kalosm-language | ^2.3.1 | |
| 200 | 1 | tract-rs | =2.4.1 | |
| 200 | 1 | kalosm-llama | ^2.3.1 | |
| 200 | murrelet_gpu | ^2.4.1 | ||
| 190 | ptex | ^2.4.0 | ||
| 190 | 3 | tract-api | =2.4.1 | |
| 180 | astcenc-rs | ^2 | ||
| 180 | 1 | crazyflie-lib | ^2.4.1 | |
| 170 | wgpu-3dgs-viewer | ^2.4.1 | ||
| 950 | 2 | rstsr-dtype-traits | optional | ^2.4 |
| 160 | gpu-fryer | ^2.4.1 | ||
| 150 | candle-flash-attn-v1 | ^2.3.1 | ||
| 150 | 5 | pathfinder_gpu | ^1.5 | |
| 150 | 5 | pathfinder_renderer | ^1.5 | |
| 140 | RayBNN_Graph | ^2.4.1 | ||
| 140 | 2 | canadensis_encoding | >=2.2, <2.5 | |
| 140 | ugm | ^2.5.0 | ||
| 140 | RayBNN_Optimizer | ^2.4.1 | ||
| 140 | 2 | canadensis_data_types | >=2.2, <2.5 | |
| 130 | shards | ^2.2.1 | ||
| 130 | vita49 | =2.4.1 | ||
| 130 | 1 | wwml | ^2.3.1 | |
| 130 | 2 | canadensis_dsdl_frontend | >=2.2, <2.5 | |
| 130 | 2 | pathfinder_gl | ^1.5 | |
| 120 | 2 | canadensis | >=2.2, <2.5 | |
| 110 | img-optimize | ^2.5.0 | ||
| 110 | cv-convert-fork | ^2.3.1 | ||
| 110 | rllama | ^2.2 | ||
| 100 | 71 | surge-imports | ^1.8.2 | |
| 100 | 2 | egui-resources | =2.2.1 | |
| 100 | 7 | gloss-utils | =2.4.1 | |
| aphelion-util | ^2.4.0 | |||
| 4 | alith-models | ^2.5.0 | ||
| anda_db_schema | ^2.5 | |||
| color-rs2 | ^2.6.0 | |||
| signed-distance-field | ^1.3.0 | |||
| rand-half | ^2.6.0 | |||
| usls | ^2.3.1 | |||
| openexr | ^1.7 | |||
| 2 | imath-traits | ^1.7.1 | ||
| oxidized-transformers | ^2.4 | |||
| 1 | image2 | ^2 | ||
| arrow-rayon | ^2.4.1 | |||
| MIL1750A-Converter | ^2.4.1 | |||
| 1 | obvhs | ^2.3.1 | ||
| bbqvec | ^2.4.1 | |||
| 650 | 4 | candle-examples | optional | ^2.5.0 |
| edge-transformers | ^2.1 | |||
| msgpack-numpy | ^2 | |||
| raybnn | ^2.2.1 | |||
| ogawa-rs | ^2.1.0 | |||
| 1 | persia-speedy | ^1.6 | ||
| 9 | arrayfire_fork | ^2.3.1 | ||
| 1 | pxr_sys | ^2 | ||
| degen_toon_terrain | ^2.4.1 | |||
| 1 | cubecl-spirv | ^2.4.1 | ||
| filament-bindings | ^1.8 | |||
| small-world-rs | ^2.4.1 | |||
| 600 | 4 | vapoursynth | optional | ^2.0.0 |
| tch-serde | ^1.8.2 | |||
| tps_minicbor | ^2.1.0 | |||
| urex-binary-io | ^2.2.1 | |||
| 1 | krnl-core | ^2.1.0 | ||
| 2 | open-cl-low-level | ^1.4.1 | ||
| 1 | confined_encoding | ^2.1.0 | ||
| 1 | gpcas_forwardcom | ^2 | ||
| sentinellm_ai | ^2 | |||
| swf-emitter | ^1.8.2 | |||
| vmdl | ^2.4.1 | |||
| morningstar | ^1.6 | |||
| stonnx | ^2.3.1 | |||
| 1 | krnl | ^2.1.0 | ||
| Brains | ^1.7.1 | |||
| avm1-emitter | ^2.0.0 | |||
| pso2packetlib | ^2.4.1 | |||
| queryscript | ^2.1 | |||
| img2raw-tools | ^1.3 | |||
| ngt | ^2 | |||
| serde_webgpu | ^2 | |||
| skylights | ^2.3.1 | |||
| ai00-core | ^2.4 | |||
| 2 | luminal | ^2.3.1 | ||
| 1 | cv-convert | ^2.3.1 | ||
| 3 | evolution-builder | ^2.4.1 | ||
| cbor-tools | ^1.8.2 | |||
| 8 | mimium-lang | ^2.4.1 | ||
| 1 | spirq-core | ^2.3 | ||
| 1 | swf-parser | ^1.8.2 | ||
| seismic | ^2.3.1 | |||
| easel-rs | ^1.6.0 | |||
| pathfinder_metal | ^1.5 | |||
| rawarray | ^1.4.0 | |||
| watchmaker_vm | ^1.8.2 | |||
| zarrs_tools | ^2.4.0 | |||
| sketchbook-wgpu | ^1.8 | |||
| hanblas | ^1.6.0 | |||
| matrux | ^1.8 | |||
| musicgpt | ^2.4.1 | |||
| otium | ^1.6.0 | |||
| steelix | ^2.1.0 | |||
| 1 | theframework | ^2.4 | ||
| 2 | diffusion_rs_common | ^2.4.1 | ||
| phosphor | ^1.4.0 | |||
| 2 | re_components | =2.2.1 | ||
| saltpig | ^1.1 | |||
| 2 | infa-gguf | ^2.4.1 | ||
| 8 | pire-dev | ^2.4 | ||
| 3 | rai-core | ^2.3.1 | ||
| 3 | simt_core | ^2.3.1 | ||
| 1 | simt_cuda | ^2.3.1 | ||
| 1 | simt_hip | ^2.3.1 | ||
| zarrs_data_type | ^2.0.0 | |||
| ebcandle-core | ^2.3.1 | |||
| 1 | evolution-mocker | ^2.4.1 | ||
| usd | ^1.6.0 | |||
| 1 | borc | ^2.1.0 | ||
| candle-metal | ^2.3.1 | |||
| 1 | ciborium-llvalue | ^1.6 | ||
| hdrfix | ^1.7.1 | |||
| vfxpreopenexr | ^1.7 | |||
| vq | ^2.4.1 | |||
| bevy_mesh_terrain | ^2.4.1 | |||
| candle-core-temp | ^2.3.1 | |||
| 4 | homestar-workspace-hack | ^2 | ||
| rgbe | ^2.3.1 | |||
| care-game | ^2 | |||
| cfcli | ^1.7.1 | |||
| 2 | crabml | ^2.3.1 | ||
| 1 | diffuse_rs_backend | ^2.4.1 | ||
| 2 | diffuse_rs_common | ^2.4.1 | ||
| 1 | diffuse_rs_core | ^2.4.1 | ||
| 1 | diffusion_rs_backend | ^2.4.1 | ||
| 1 | diffusion_rs_core | ^2.4.1 | ||
| glar-dev | ^2.4.1 | |||
| glar-gemm-f16 | ^2.4.1 | |||
| 1 | image_dds__patch | ^2.2.1 | ||
| oxidized-cuda-kernels | ^2.4 | |||
| pire-gemm-f16 | ^2.4 | |||
| psychophysics | ^2.3.1 | |||
| yolors | ^2.3.1 | |||
| 370 | block_compression | optional | ^2 | |
| 220 | 1 | rbert | optional | ^2.3.1 |
| 180 | 1 | rwhisper | optional | ^2.3.1 |
| 170 | 1 | stable-diffusion | optional | ^2.3.1 |
| 150 | normal_pack | optional | ^2 | |
| 150 | 1 | mistralrs_cudarc_fork | optional | ^2.4.1 |
| 130 | hyper_byte | optional | ^2.5.0 | |
| 120 | 3 | comfy-core | optional | ^2.3.1 |
| 120 | 1 | kalosm-ocr | optional | ^2.3.1 |
| 110 | 1 | segment-anything-rs | optional | ^2.3.1 |
| 110 | 5 | dfdx | optional | ^2.3.1 |
| 110 | 1 | rwuerstchen | optional | ^2.3.1 |
| crabgrab | optional | ^2.4 | ||
| libfj | optional | ^1.7 | ||
| rphi | optional | ^2.3.1 | ||
| agpu | optional | ^1.8 | ||
| bits-cli | optional | ^2.3.1 | ||
| bytesagent | optional | ^2.1.0 | ||
| cbor_enhanced | optional | ^1.6.0 | ||
| executorch | optional | ^2.4 | ||
| float_to_int | optional | ^2.1.0 | ||
| ggblas | optional | ^2.3.1 | ||
| heapbuf | optional | ^2.4.1 | ||
| io_unity | optional | ^2.1 | ||
| ironworks | optional | ^1.8.2 | ||
| 2 | isclose | optional | ^2 | |
| 1 | jlrs | optional | ^2.4 | |
| 1 | ladata | optional | ^2.3 | |
| 1 | luminal_cudarc | optional | ^2.3.1 | |
| 1 | numera | optional | ^2.3 | |
| physis | optional | ^2 | ||
| rmistral | optional | ^2.3.1 | ||
| 7 | rootvg-core | optional | ^2.3.1 | |
| rustsynth | optional | ^2.0 | ||
| smelte-rs | optional | ^2.2.1 | ||
| 1 | uintx | optional | ^2.4.1 | |
| webgpu_align | optional | >0 | ||
| zyx | optional | ^2.4.1 | ||
| 2.0M | 19 | arrow-ord | dev | ^2.1 |
| 10K | 4 | burn-wgpu | dev | ^2.4.1 |
| 9.6K | 1 | cubecl-wgpu | dev | ^2.4.1 |
| 8.7K | 7 | simsimd | dev | ^2.4.0 |
| 6.2K | 11 | hdf5-metno | dev | ^2.2 |
| 6.1K | 1 | value-log | dev | =2.4.0 |
| 6.1K | 2 | lsm-tree | dev | =2.4.0 |
| 5.8K | 5 | byteview | dev | =2.4.0 |
| 5.5K | 14 | fjall | dev | =2.4.0 |
| 2.2K | 2 | connector_arrow | dev | ^2.3.1 |
| 2.2K | 4 | candle-metal-kernels | dev | ^2.3.1 |
| 700 | screen-13 | dev | ^2.4 | |
| 550 | ema | dev | ^1.7 | |
| 550 | 2 | piecrust | dev | ^2, <2.5 |
| 450 | 1 | ode_integrate | dev | ^2.1 |
| 400 | microgemm | dev | ^2 | |
| 230 | 1 | anda_db_derive | dev | ^2.5 |
| 180 | 2 | texture2ddecoder | dev | ^2.3.1 |
| 150 | floco | dev | ^2.3.1 | |
| 120 | canadensis_macro | dev | >=2.2, <2.5 | |
| 110 | signtensors | dev | ^2.4.1 | |
| forma-render | dev | ^2.1.0 | ||
| mvnc | dev | ^1 | ||
| 1 | ebcandle-metal-kernels | dev | ^2.3.1 | |