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Tensors and math

Libraries for tensors, arrays, linear algebra, statistics, optimization and GPU compute.

32 projects. Checked .

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The Featured projects with the most downloads.

All projects

Order: strongest tier first, then most downloads, then name, with unmeasured values last. A library counts downloads over 30 days. An app counts binary downloads per release. An app with none counts its crate downloads over 30 days.

What do the tiers mean?
Featured
Shown first. It passes every Featured gate.
Listed
Shown in the normal listing. No other tier applies.
New
A project whose first release is recent.
Archived
No longer maintained, or ended by its author.

Tiers come from published rules over raw signals. Stars alone never qualify a project.

Active dependents: crates from other owners that depend on this project in a current release. One owner counts at most once.

Movement needs more history.

ProjectDownloadsDependentsStarsLatest releaseRuns on (GPU)Native codeLicense
ndarray Featured

An n-dimensional array for general elements and for numerics. Lightweight array views and slicing; views support chunking and splitting.

and 2 related projects

 2,888 4,344 0.17.2 Apache-2.0 OR MIT
nalgebra Featured

General-purpose linear algebra library with transformations and statically-sized or dynamically-sized matrices.

 2,119 4,810 0.35.0 Apache-2.0
statrs Featured

Statistical computing library for Rust

 444 839 0.19.1 MIT
rustfft Featured

High-performance FFT library written in pure Rust.

 571 963 6.4.1 Apache-2.0 OR MIT
rust-numpy Featured

PyO3-based Rust bindings of the NumPy C-API

Python bindings

 388 1,391 0.30.0 BSD-2-Clause
sprs Featured

A sparse matrix library

 107 653 0.11.6 Apache-2.0 OR MIT
faer Featured

linear algebra library

and 1 related project

 327 Not measured 0.24.4 MIT
cubecl Featured

Multi-platform high-performance compute language extension for Rust.

 145 2,490 0.11.3 CUDA, WebGPU, Metal, ROCm, Vulkan Apache-2.0 OR MIT
argmin Featured

Numerical optimization in pure Rust

 98 1,278 0.11.0 Apache-2.0 OR MIT
Listed 19 projects
ug Listed Dormant

Micro compiler for tensor operations.

Python bindings

 3 75 0.5.0 CUDA, Metal Apache-2.0 OR MIT
linfa-linalg Listed Dormant

Pure-Rust implementation of linear algebra routines for ndarray

 20 39 0.2.1 Apache-2.0 OR MIT
ndarray-interp Listed

Interpolation package for ndarray

 4 12 0.6.0 MIT
peroxide Listed

Rust comprehensive scientific computation library contains linear algebra, numerical analysis, statistics and machine learning tools with familiar syntax

Python bindings

 9 732 0.43.1 Apache-2.0 OR MIT
basin Listed

Numerical optimization in pure Rust, with pluggable linear-algebra backends and WASM support.

 9 128 3.2.0 Apache-2.0 OR MIT
matfile Listed Dormant

Matfile is a library for reading and writing Matlab ".mat" data files.

 5 14 0.5.0 MIT
ndrustfft Listed

N-dimensional FFT, real-to-complex FFT and real-to-real DCT

 12 32 0.6.2 MIT
polyfit-rs Listed

Polynomial fitting of data like in numpy.polyfit().

 8 13 0.2.2 Apache-2.0
differential-equations Listed

A Rust library for solving differential equations.

 4 83 0.7.0 Apache-2.0
rstats Listed

Statistics, Information Measures, Data Analysis, Linear Algebra, Clifford Algebra, Machine Learning, Geometric Median, Matrix Decompositions, Mahalanobis Distance, Hulls, Multithreading..

 6 57 2.1.15 Apache-2.0
ad_trait Listed

Easy to use, efficient, and highly flexible automatic differentiation in Rust

 2 24 0.3.1 Apache-2.0 OR MIT
numr Listed

The base for numerical code in Rust, in the role NumPy has in Python: n-dimensional tensors, linear algebra, FFT, statistics and autograd on CPU, CUDA and WebGPU. The backends use native kernels, with no cuBLAS, MKL or other vendor math library.

 7 59 0.15.2 CUDA, WebGPU Apache-2.0
russell Listed

Scientific laboratory for linear algebra and numerical mathematics

 5 207 5.0.0 MIT
scirs Listed

A Rust port of SciPy with AI/ML extensions - Scientific Computing and AI Library (scirs2)

Python bindings

 198 306 0.6.5 CUDA, WebGPU, Metal, ROCm, Vulkan Apache-2.0
oxicuda Listed

OxiCUDA replaces the entire NVIDIA CUDA Toolkit software stack with type-safe, memory-safe Rust code.

36 145 0.5.5 WebGPU, Metal, ROCm, Vulkan Apache-2.0
emu Listed Dormant

A low-level GPGPU compute library featuring cross-platform support and SPIR-V as input

 0 1,604 0.1.1 WebGPU MIT
solvr Listed

Scientific computing on numr, in the role SciPy has in Python, with a module map for SciPy users: optimization, ODE, DAE and PDE solvers, interpolation, statistics, signal processing, spatial algorithms and clustering.

 0 11 0.3.1 CUDA, WebGPU Apache-2.0
rapl Listed

A crate that makes numerical scripting with Rust simple and enjoyable.

 1 107 0.4.0 MIT
wgmath App Listed

GPU scientific computing on every platform

 Not measured Not applicable 150 Not measured Not measured Not measured Apache-2.0
New 1 project
pounce New

Single-crate facade for POUNCE from Rust: re-exports the TNLP trait, the IpoptApplication driver, and the supporting types in one place (plus a prelude), with feature-gated modules for the convex/LP/QP, active-set QP, and sensitivity paths.

 9 81 0.16.0 EPL-2.0