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2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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half is used at run time in 4,427 crates (of which 1,026 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 |
---|---|---|
7,444 | 2.6.0 | 3.1M |
40 | 2.4.1 | 3.4M |
4 | 2.4.0 | 597K |
11 | 2.2.1 | 108K |
2,915 | 1.8.3 | 3.9M |
1 | 1.7.1 | 135K |
Depender (with downloads and own rev deps) | half version | |||
---|---|---|---|---|
5.7M | 3 | ciborium-ll | ^2.2 | |
2.1M | 97 | arrow-array | ^2.1 | |
2.2M | 64 | arrow-buffer | ^2.1 | |
2.1M | 35 | arrow-cast | ^2.1 | |
2.1M | 30 | arrow-data | ^2.1 | |
2.6M | 405 | serde_cbor | ^1.2.0 | |
1.8M | 18 | arrow-json | ^2.1 | |
1.9M | 8 | arrow-row | ^2.1 | |
1.2M | 9 | exr | ^2.1.0 | |
2.0M | 140 | parquet | ^2.1 | |
2.1M | 126 | numpy | optional | ^2.0 |
1.9M | 311 | arrow | optional | ^2.1 |
544K | 108 | fixed | >=1.8, <3 | |
531K | 73 | tch | ^2 | |
470K | 51 | datafusion-common | ^2.2.1 | |
470K | 22 | datafusion-physical-expr | ^2.2.1 | |
470K | 68 | naga | ^2.5 | |
463K | 11 | datafusion-physical-plan | ^2.2.1 | |
280K | 4 | three-d-asset | ^2 | |
211K | 12 | datafusion-functions-aggregate | ^2.2.1 | |
168K | 6 | serde_cbor_2 | ^1.2.0 | |
435K | 2 | argminmax | optional | ^2.3.1 |
127K | 1 | gemm-f16 | ^2.3 | |
364K | 59 | ort | optional | ^2.1 |
319K | 19 | kiddo | optional | ^2 |
307K | 10 | npyz | optional | ^2.1.0 |
71K | 9 | cbor-diag | ^2.1.0 | |
57K | 6 | serde_arrow | ^2 | |
54K | 7 | re_arrow2 | ^2.2 | |
48K | 84 | candle-core | ^2.5.0 | |
144K | 92 | minicbor | optional | ^2.4.0 |
47K | 56 | re_log_types | ^2.3.1 | |
47K | 53 | re_types | ^2.3.1 | |
47K | 28 | re_types_core | ^2.3.1 | |
45K | 8 | ug | ^2.3.1 | |
127K | 8 | gemm-common | optional | ^2.3 |
41K | 15 | re_chunk | ^2.3.1 | |
121K | 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 | |
29K | 58 | candle-nn | ^2.5.0 | |
28K | 3 | tract-data | =2.4.1 | |
28K | 2 | tract-linalg | build | =2.4.1 |
27K | 20 | iced_graphics | ^2.2 | |
27K | arrow_convert | ^2 | ||
81K | 21 | bevy_pbr | optional | ^2 |
80K | 14 | cbor4ii | optional | ^2 |
21K | 7 | float8 | ^2.4.1 | |
20K | 86 | vulkano | ^2.0 | |
54K | 74 | opencv | optional | ^2, <2.5.0 |
14K | 3 | dhall | ^2.1.0 | |
10K | 1 | burn-candle | ^2.4.1 | |
10K | 2 | burn-core | ^2.4.1 | |
10K | 12 | burn-tensor | ^2.4.1 | |
31K | 39 | cudarc | optional | ^2.4.1 |
9.9K | 3 | burn-jit | ^2.4.1 | |
9.4K | 9 | cubecl-core | ^2.4.1 | |
9.4K | 4 | cubecl-linalg | ^2.4.1 | |
9.4K | 6 | cubecl | ^2.4.1 | |
9.3K | 6 | ug-cuda | ^2.3.1 | |
9.0K | 1 | cubecl-cuda | ^2.4.1 | |
8.6K | 1 | burn-cuda | ^2.4.1 | |
8.5K | 2 | cubecl-cpp | ^2.4.1 | |
8.5K | 1 | cubecl-hip | ^2.4.1 | |
8.4K | 1 | burn-hip | ^2.4.1 | |
5.3K | 10 | lance-arrow | ^2.4.1 | |
5.1K | 5 | lance-linalg | ^2.4.1 | |
5.1K | 4 | lance-index | ^2.4.1 | |
5.1K | 4 | lance | ^2.4.1 | |
4.6K | 1 | ggml-quants | ^2.4 | |
4.4K | 19 | rust-bert | ^2 | |
4.3K | 2 | wesl | ^2.4.1 | |
13K | dlpark | optional | ^2.3 | |
4.0K | 4 | burn-fusion | ^2.4.1 | |
3.9K | 3 | burn-tch | ^2.4.1 | |
3.8K | 16 | pot | ^2.2.1 | |
3.4K | bevy_mesh_terrain | ^2.4.1 | ||
3.4K | 1 | marrow | ^2 | |
3.2K | 2 | jpegxl-rs | ^2.4.1 | |
3.2K | 16 | tensorflow | ^2.1.0 | |
9.2K | 11 | cust_core | optional | ^1.8 |
2.7K | 5 | ug-metal | ^2.3.1 | |
2.7K | 3 | pyo3-arrow | ^2 | |
2.6K | 5 | lancedb | =2.4.1 | |
2.6K | 4 | colorutils-rs | ^2.4.1 | |
8.0K | 2 | minicbor-serde | optional | ^2.4.0 |
7.6K | 16 | bytebuffer | optional | ^2.4.1 |
2.3K | macerator | ^2.5.0 | ||
2.2K | 1 | grafix-toolbox | ^2 | |
2.2K | bevy_gaussian_splatting | ^2.3 | ||
2.1K | 5 | rustpython-vm | ^1.8.2 | |
2.1K | 4 | nlprule | ^1.7 | |
2.1K | re_space_view_tensor | ^2.3.1 | ||
2.0K | 1 | xlsynth-g8r | ^2.6 | |
1.9K | 8 | pco | ^2.0.0 | |
1.7K | 3 | cuda_std | ^1.7.1 | |
1.7K | 1 | libblur | ^2.4.1 | |
5.6K | 16 | mem_dbg | optional | ^2.0.4 |
5.5K | 8 | common_traits | optional | ^2.2.1 |
5.4K | 2 | substrate-fixed | optional | ^1.4 |
1.5K | 4 | dora-arrow-convert | ^2.5.0 | |
1.5K | 6 | candle-flash-attn | ^2.3.1 | |
5.1K | 1 | hdf5-metno-types | optional | ^2.2 |
4.9K | 1 | digit-layout | optional | ^2.4 |
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 | 2 | fyrox-impl | ^2.2.1 | |
600 | 1 | varlociraptor | ^2.3 | |
600 | 3 | zarrs_metadata | ^2.0.0 | |
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 | onnx-ir | ^2.4.1 | |
550 | 1 | maidenx_cuda | ^2.4.1 | |
500 | 3 | burn-import | ^2.4.1 | |
2.0K | 3 | spirv-cross2 | optional | ^2.4.1 |
500 | RayBNN_Raytrace | ^2.4.1 | ||
500 | pllm | ^2.4.0 | ||
480 | RayBNN_DataLoader | ^2.4.1 | ||
480 | 3 | maidenx_core | ^2.4.1 | |
470 | 1 | web-rwkv | ^2.2 | |
470 | 4 | zarrs | ^2.0.0 | |
460 | 2 | maidenx_tensor | ^2.4.1 | |
450 | 1 | kalosm-learning | ^2.3.1 | |
450 | 8 | tetra | ^2.1.0 | |
450 | 1 | uu_od | ^2.4.1 | |
440 | 1 | candle-gemm-f16 | ^2.2 | |
440 | RayBNN_DiffEq | ^2.4.1 | ||
440 | pco_cli | ^2.1.0 | ||
440 | RayBNN_Neural | ^2.4.1 | ||
430 | tritonserver-rs | ^2.4.1 | ||
430 | RayBNN_Sparse | ^2.4.1 | ||
410 | mlx-rs | ^2 | ||
400 | autograph | ^2.1.0 | ||
400 | tch-plus | ^2 | ||
390 | anda_db_hnsw | ^2.5 | ||
390 | eerie | ^2.6.0 | ||
390 | kannolo | ^2.4.1 | ||
360 | hpt | ^2.3.1 | ||
350 | RayBNN_Cell | ^2.4.1 | ||
340 | 6 | hpt-types | ^2.3.1 | |
340 | embed_anything | ^2.4.1 | ||
330 | 1 | all-is-cubes-gpu | ^2.3.1 | |
320 | 4 | ferrishot_iced_graphics | ^2.2 | |
320 | web-rwkv-converter | ^2.2 | ||
310 | 253 | caffe2-imports | ^2.2.1 | |
310 | 1 | shiva-color-rs | ^1.6.0 | |
280 | 1 | egui-dataframe | =2.2.1 | |
280 | 1 | ion-schema | ^2.2.1 | |
270 | 1 | hpt-dataloader | ^2.3.1 | |
270 | 1 | tract-rs | =2.4.1 | |
270 | 1 | zserio | ^2.4.1 | |
270 | 2 | cs_serde_cbor | ^1.2.0 | |
260 | candle-layer-norm | ^2.3.1 | ||
260 | candle-rotary | ^2.3.1 | ||
260 | candle-cublaslt | ^2.3.1 | ||
260 | vdb-rs | ^2.2.1 | ||
260 | 17 | arrayfire | ^1.5.0 | |
240 | 3 | float-pigment-css | ^2.0.0, <2.3.0 | |
230 | 1 | maidenx_mps | ^2.4.1 | |
230 | candle-pyo3 | ^2.5.0 | ||
230 | 6 | llm-base | ^2.2.1 | |
220 | datafusion-sqllogictest | ^2.2.1 | ||
1.1K | 6 | geoarrow | optional | ^2.4.1 |
210 | 2 | spirq-spvasm | ^2.3 | |
210 | ham-cats | ^2.3.1 | ||
200 | 1 | kalosm-language | ^2.3.1 | |
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 | ||
160 | gpu-fryer | ^2.4.1 | ||
950 | 2 | rstsr-dtype-traits | optional | ^2.4 |
150 | 5 | pathfinder_gpu | ^1.5 | |
150 | candle-flash-attn-v1 | ^2.3.1 | ||
140 | 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 | 7 | gloss-utils | =2.4.1 | |
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 | 2 | egui-resources | =2.2.1 | |
100 | 4 | alith-models | ^2.5.0 | |
aphelion-util | ^2.4.0 | |||
71 | surge-imports | ^1.8.2 | ||
signed-distance-field | ^1.3.0 | |||
openexr | ^1.7 | |||
usls | ^2.3.1 | |||
2 | imath-traits | ^1.7.1 | ||
rand-half | ^2.6.0 | |||
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 | |||
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 | ||
650 | 4 | candle-examples | optional | ^2.5.0 |
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 | |||
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 | |||
550 | 4 | vapoursynth | optional | ^2.0.0 |
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 | |||
1 | spirq-core | ^2.3 | ||
1 | swf-parser | ^1.8.2 | ||
seismic | ^2.3.1 | |||
easel-rs | ^1.6.0 | |||
8 | mimium-lang | ^2.4.1 | ||
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 | ||
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 | |||
candle-core-temp | ^2.3.1 | |||
4 | homestar-workspace-hack | ^2 | ||
rgbe | ^2.3.1 | |||
anda_db_schema | ^2.5 | |||
care-game | ^2 | |||
cfcli | ^1.7.1 | |||
color-rs2 | ^2.6.0 | |||
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 | |||
zarrs_data_type | ^2.0.0 | |||
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 | 5 | dfdx | optional | ^2.3.1 |
140 | 1 | mistralrs_cudarc_fork | optional | ^2.4.1 |
130 | hyper_byte | optional | ^2.5.0 | |
120 | 3 | comfy-core | optional | ^2.3.1 |
110 | 1 | kalosm-ocr | optional | ^2.3.1 |
110 | 1 | segment-anything-rs | optional | ^2.3.1 |
100 | 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 | ||
1.9M | 19 | arrow-ord | dev | ^2.1 |
10K | 4 | burn-wgpu | dev | ^2.4.1 |
9.4K | 1 | cubecl-wgpu | dev | ^2.4.1 |
8.4K | 7 | simsimd | dev | ^2.4.0 |
6.3K | 11 | hdf5-metno | dev | ^2.2 |
6.1K | 1 | value-log | dev | =2.4.0 |
6.0K | 2 | lsm-tree | dev | =2.4.0 |
5.6K | 5 | byteview | dev | =2.4.0 |
5.4K | 14 | fjall | dev | =2.4.0 |
2.2K | 2 | connector_arrow | dev | ^2.3.1 |
2.0K | 4 | candle-metal-kernels | dev | ^2.3.1 |
700 | screen-13 | dev | ^2.4 | |
600 | 2 | piecrust | dev | ^2, <2.5 |
550 | ema | dev | ^1.7 | |
450 | 1 | ode_integrate | dev | ^2.1 |
400 | microgemm | dev | ^2 | |
180 | 2 | texture2ddecoder | dev | ^2.3.1 |
150 | floco | dev | ^2.3.1 | |
130 | 1 | anda_db_derive | dev | ^2.5 |
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 |