Rust Tensor Frameworks

PyTorch-style tensor libraries and autograd systems implemented in Rust, emphasizing safety and performance. Does NOT include data versioning, compression utilities, or reasoning systems unrelated to core tensor operations.

There are 66 rust tensor frameworks tracked. 4 score above 50 (established tier). The highest-rated is EnzymeAD/Enzyme at 62/100 with 1,558 stars. 3 of the top 10 are actively maintained.

Get all 66 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=rust-tensor-frameworks&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	EnzymeAD/Enzyme High-performance automatic differentiation of LLVM and MLIR.	62	Established	1,558	LLVM
2	LaurentMazare/tch-rs Rust bindings for the C++ api of PyTorch.	58	Established	5,316	Rust
3	Oxen-AI/Oxen Lightning fast data version control system for structured and unstructured...	55	Established	1,117	Rust
4	strake-data/strake The Data Layer for AI. A high-performance federated SQL engine that gives AI...	52	Established	2	Rust
5	SunDoge/dlpark A Rust Library for High-Performance Tensor Exchange with Python	49	Emerging	52	Rust
6	TheMesocarp/koho Full spectrum sheaf neural network over arbitrary CW complexes.	42	Emerging	16	Rust
7	Dicklesworthstone/frankentorch Memory-safe clean-room Rust reimplementation of PyTorch with deterministic...	39	Emerging	6	Rust
8	TrainPioneers/Tensor-Frame A high-performance, PyTorch-like tensor library for Rust with support for...	38	Emerging	2	Rust
9	Photoroom/datago A natively parallel dataloader for Python, written in Rust. Serving data at...	38	Emerging	127	Rust
10	cool-japan/torsh ToRSh (Tensor Operations in Rust with Sharding) is a PyTorch-compatible deep...	38	Emerging	17	Rust
11	Dicklesworthstone/frankenjax Clean-room Rust reimplementation of JAX transform semantics (jit, grad,...	38	Emerging	5	Rust
12	octoflow-lang/octoflow GPU-Native Programming Language. 4.5 MB binary. Any GPU. Zero dependencies.	38	Emerging	5	—
13	zk4x/zyx Tensor library for machine learning	37	Emerging	26	Rust
14	m96-chan/candle-miotts Pure Rust MioTTS inference — RTF 0.21 on a single GPU, no Python needed	37	Emerging	1	Rust
15	cool-japan/tenflowers A pure Rust implementation of TensorFlow, providing a full-featured machine...	37	Emerging	4	Rust
16	frjnn/bhtsne Parallel Barnes-Hut t-SNE implementation written in Rust.	37	Emerging	89	Rust
17	chelsea0x3b/dfdx Deep learning in Rust, with shape checked tensors and neural networks	36	Emerging	1,896	Rust
18	eaplatanios/ryft A Rust Framework for Tracing, Automatic Differentiation, and Just-In-Time Compilation	36	Emerging	10	Rust
19	charles-r-earp/autograph A machine learning library for Rust.	35	Emerging	335	Rust
20	miniex/hodu A machine learning library built with user convenience at its core	35	Emerging	108	Rust
21	Genius-apple/RusTorch RusTorch is a production-grade deep learning framework re-imagined in Rust....	34	Emerging	85	Rust
22	maciejkula/wyrm Autodifferentiation package in Rust.	34	Emerging	179	Rust
23	raskr/rust-autograd Tensors and differentiable operations (like TensorFlow) in Rust	34	Emerging	500	Rust
24	bilal2vec/L2 l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust	33	Emerging	197	Rust
25	c0dearm/mushin Computational graphs with reverse automatic differentation in the GPU	29	Experimental	397	Rust
26	Jianqoq/Hpt A high performance N-dimensional array library for Rust	28	Experimental	45	Rust
27	fsprojects/Furnace Production-grade ML - F# power & precision guiding Torch performance	28	Experimental	58	F#
28	VasanthakumarV/einops Simplistic API for deep learning tensor operations	28	Experimental	35	Rust
29	Entrolution/echidna A high-performance automatic differentiation library for Rust	28	Experimental	6	Rust
30	sheaf-lang/sheaf A functional framework for machine learning. Inspired by Clojure, compiled...	27	Experimental	11	Rust
31	NextStat/nextstat.io Universal differentiable statistical inference engine (Rust + GPU)....	26	Experimental	7	Rust
32	gussmith23/glenside A pure, low-level tensor program representation enabling tensor program...	24	Experimental	73	Rust
33	ramsyana/RustTensor A learning-focused, high-performance tensor computation library built from...	23	Experimental	70	Rust
34	sablokrep/datathon rust crate for optimized deep learning	22	Experimental	—	Rust
35	torchforge-rs/torchforge-viz Lightweight, well-maintained training visualizer for Rust ML pipelines.	22	Experimental	—	Rust
36	torchforge-rs/torchforge-data Zero-copy, streaming data pipeline for edge-native machine learning in Rust.	22	Experimental	—	Rust
37	xpressgarageplus/RusTorch Build and run deep learning models in Rust with a PyTorch-like API that...	22	Experimental	—	Rust
38	arclabs561/propago Graph neural network primitives and training loops.	22	Experimental	—	Rust
39	arclabs561/structops Differentiable dynamic programming operators (Soft-DTW, soft shortest path)...	22	Experimental	—	Rust
40	lightsofapollo/safetensors-streaming Drop-in Rust replacement for safetensors that loads model weights faster	22	Experimental	—	Rust
41	syntheticore/microtensor Automatic differentiation for tensor operations	21	Experimental	6	Rust
42	tzervas/unsloth-rs Memory-optimized GPU kernels for LLM fine-tuning in Rust (2-5x speedup,...	21	Experimental	—	Rust
43	bokutotu/zenu A Deep Learning framework with very few dependencies, Written in Rust	21	Experimental	64	Rust
44	BobMcDear/rusten A minimal, didactic implementation of tensors in Rust.	20	Experimental	13	Rust
45	sablokrep/graphsage rust graphsage	19	Experimental	—	Rust
46	mattdeeds/irontensor Minimal Rust tensor library for training LLMs on Apple Silicon with Metal...	19	Experimental	—	Rust
47	PaytonWebber/zerograd A small, educational library for neural networks, implemented from zero in pure Rust.	18	Experimental	4	Rust
48	GregorLueg/node2vec-rs Rust-based implementations of node2vec via Burn or CPU-accelerated version	17	Experimental	1	Rust
49	wesleyscholl/ZipGraph ⚡ Blazing-fast graph processing engine in Rust with ML-powered optimization....	16	Experimental	1	Rust
50	springyworks/candlekos Fork focusing on new tensor ops for Candle: FFT and Scan, plus an...	15	Experimental	5	Rust
51	elftausend/gradients Deep Learning library written in Rust (OpenCL, CUDA & CPU)	15	Experimental	7	Rust
52	james0248/tangent An autodiff engine in Rust with JAX-style tracing, forward/reverse-mode...	15	Experimental	1	Rust
53	Selithrarion/ai-engine-deep-dive deconstructing llms, transformers, autograd, oonx, gguf, gpu kernels, cubecl	14	Experimental	—	Rust
54	arjunr00/ml-rust-cuda A set of GPU-accelerated machine learning algorithms and functions written...	14	Experimental	1	Rust
55	MDResearch/Mady 🌲 Ahead-of-time Static Macro-gen Automatic Differentiation. A little bit...	14	Experimental	9	Rust
56	SunDoge/fastdata Fast Data Pipeline with TFRecord and io-uring	14	Experimental	1	Rust
57	asukaminato0721/d2l.ai-rs use candle to implement some of the d2l.ai	13	Experimental	2	Rust
58	NickLucche/autograd.rs Simple Deep Learning library in Rust based on ndarray.	12	Experimental	4	Rust
59	wilhelmagren/tensorust Tensor library in Rust.	12	Experimental	4	Rust
60	vilhelmbergsoe/nn (WIP) Simple Deep Learning Framework and Auto Differentiation Engine in Rust	11	Experimental	2	Rust
61	matiasbattocchia/simple-grad Automatic differentiation in Rust for educational purposes. Autograd /...	11	Experimental	2	Rust
62	uddp/eph eph is a data-oriented high-performance revision control system designed for...	11	Experimental	2	Rust
63	rafal-draws/chrust chrust (torCH + RUST) is a hybrid machine learning web application for music...	11	Experimental	—	Rust
64	hatellezp/rustoner The rustoner project aims to create a description logic reasoner in rust....	10	Experimental	1	Rust
65	saivishwak/flowtorch Safe and Performant Scientific Computing Library	10	Experimental	1	Rust
66	njord-rs/njord-pipeline A highly versatile and feature-rich data pipeline library for Rust	10	Experimental	1	Rust