Rust ML Libraries ML Frameworks

Comprehensive machine learning frameworks and libraries for Rust covering supervised/unsupervised learning, algorithms, and numerical computing. Does NOT include embedding-specific tools, vector databases, or domain-specific applications (e.g., kelp classification).

There are 151 rust ml libraries frameworks tracked. 6 score above 50 (established tier). The highest-rated is rust-ml/linfa at 60/100 with 4,579 stars. 2 of the top 10 are actively maintained.

Get all 151 projects as JSON

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

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#	Framework	Score	Tier	Stars	Language
1	rust-ml/linfa A Rust machine learning framework.	60	Established	4,579	Rust
2	open-spaced-repetition/fsrs-optimizer FSRS Optimizer Package	59	Established	103	Python
3	SomeB1oody/RustyML A high-performance machine learning library in pure Rust, offering...	56	Established	337	Rust
4	paiml/aprender Next Generation Machine Learning, Statistics and Deep Learning in PURE Rust	56	Established	76	Rust
5	open-spaced-repetition/fsrs-rs FSRS for Rust, including Optimizer and Scheduler	54	Established	340	Rust
6	smartcorelib/smartcore A comprehensive library for machine learning and numerical computing. Apply...	54	Established	896	Rust
7	open-spaced-repetition/fsrs4anki A modern Anki custom scheduling based on Free Spaced Repetition Scheduler algorithm	49	Emerging	3,842	Jupyter Notebook
8	cool-japan/scirs SciRS2 - Scientific Computing and AI in Rust	48	Emerging	176	Rust
9	etsi-ai/etna A high level abstraction library designed for effortless tabular data based tasks.	46	Emerging	27	Python
10	surrealdb/surrealml A machine learning library for Python and Rust, for PyTorch, Tensorflow and...	46	Emerging	114	Rust
11	shenxiangzhuang/bleuscore BLEU Score in Rust	45	Emerging	12	Rust
12	bmsuisse/rusket rusket 🦀🧺	43	Emerging	2	Python
13	cool-japan/numrs NumRS2: High-Performance Numerical Computing in Rust	43	Emerging	38	Rust
14	cool-japan/quantrs QuantRS2: Rust Quantum Computing Framework	42	Emerging	25	Rust
15	cool-japan/optirs OptiRS is a comprehensive optimization library for machine learning	41	Emerging	7	Rust
16	cool-japan/sklears A comprehensive machine learning library in Rust, inspired by scikit-learn's...	41	Emerging	13	Rust
17	davechallis/rust-xgboost Rust bindings for XGBoost.	41	Emerging	122	Rust
18	open-spaced-repetition/srs-benchmark A benchmark for spaced repetition schedulers/algorithms	40	Emerging	200	Jupyter Notebook
19	AtheMathmo/rusty-machine Machine Learning library for Rust	40	Emerging	1,266	Rust
20	kyle-mirich/rouge-rust High-performance Rust-backed ROUGE scoring for Python	40	Emerging	1	Rust
21	Skeletonxf/easy-ml Machine learning library providing matrices, named tensors, linear algebra...	40	Emerging	24	Rust
22	jinlow/forust A lightweight gradient boosted decision tree package.	40	Emerging	85	Rust
23	SkuldNorniern/cetana An advanced machine learning library empowering developers to build...	39	Emerging	14	Rust
24	anowell/are-we-learning-yet How ready is Rust for Machine Learning?	38	Emerging	527	Rust
25	open-spaced-repetition/fsrs-browser FSRS for the browser, including Optimizer and Scheduler	38	Emerging	49	TypeScript
26	ralfbiedert/ffsvm FFSVM stands for "Really Fast Support Vector Machine"	37	Emerging	77	Rust
27	vaaaaanquish/Awesome-Rust-MachineLearning This repository is a list of machine learning libraries written in Rust....	36	Emerging	2,242	JavaScript
28	Human-Centric-Machine-Learning/memorize Code and real data for "Enhancing Human Learning via Spaced Repetition...	36	Emerging	189	Jupyter Notebook
29	cmccomb/rust-automl Automated Machine Learning in Rust 🦀	34	Emerging	37	Rust
30	maciejkula/sbr-rs Deep recommender systems for Rust	34	Emerging	128	Rust
31	rust-ml/book The Rust Machine Learning Book	34	Emerging	233	Rust
32	tomtung/omikuji An efficient implementation of Partitioned Label Trees & its variations for...	34	Emerging	91	Rust
33	CogitatorTech/vq A vector quantization library for Rust :crab: with Python bindings 🐍	34	Emerging	20	Rust
34	Pushp-Kharat1/LEMMA LEMMA: Logical Engine for Multi-domain Mathematical Analysis	33	Emerging	28	Rust
35	outbrain-inc/fwumious_wabbit Fwumious Wabbit, fast on-line machine learning toolkit written in Rust	33	Emerging	139	Rust
36	benjarison/eval-metrics Evaluation metrics for machine learning	32	Emerging	15	Rust
37	negativa-ai/negativa-ml A tool analyzing unused GPU code by machine learning workloads	31	Emerging	15	Rust
38	sipemu/anofox-regression Regression analysis in Rust.	30	Emerging	3	Rust
39	br0kej/bin2ml A command line tool for extracting machine learning ready data from software...	30	Emerging	73	Rust
40	smartcorelib/smartcore-examples SmartCore examples	30	Emerging	15	Rust
41	rhaiscript/rhai-ml Machine learning for Rhai.	30	Emerging	9	Rust
42	ErikPartridge/parsnip Assorted data science metrics for Rust	29	Experimental	2	Rust
43	KerfuffleV2/repugnant-pickle Low effort scraping Python's pickle format in Rust. It is to complete...	29	Experimental	26	Rust
44	liborty/rstats Statistics, Information Measures, Linear Algebra, Cholesky Matrix...	29	Experimental	56	Rust
45	shadeMe/liblinear-rs Rust language bindings for the LIBLINEAR C/C++ library	28	Experimental	10	Rust
46	jackgerrits/reductionml Reduction-based machine learning framework with a focus on contextual bandits	28	Experimental	7	Rust
47	FL03/concision Concision is a toolkit for building machine-learning models in Rust.	28	Experimental	4	Rust
48	Schultzer/libblas BLAS for Rust	28	Experimental	16	Rust
49	lazear/simd-euclidean Calculation of euclidean distance between vectors, with SIMD	28	Experimental	13	Rust
50	open-spaced-repetition/srs-simulator A fast, dual‑engine spaced‑repetition simulator for comparing schedulers,...	28	Experimental	8	Python
51	fff-rs/juice The Hacker's Machine Learning Engine	27	Experimental	1,129	Rust
52	jjfiv/fastrank My most frequently used learning-to-rank algorithms ported to rust for...	27	Experimental	52	Rust
53	zama-ai/concrete-ml-extensions Concrete ML Rust toolkit and Client SDK for Swift and WASM	26	Experimental	3	Rust
54	vaaaaanquish/label-propagation-rs Label Propagation Algorithm by Rust. Label propagation (LP) is graph-based...	26	Experimental	4	Rust
55	antononcube/Raku-ML-TriesWithFrequencies Raku package with functions for creation and manipulation of tries (prefix...	25	Experimental	3	Raku
56	dvigneshwer/DevfestYangon Contents of Building AI units using Rust talk and Hacker's guide to Rust...	24	Experimental	3	Rust
57	jinlow/discrust Supervised discretization in Rust	24	Experimental	3	Rust
58	psychonautwiki/karma Hidden Markov Model using the Baum-Welch algorithm in Rust, reference...	24	Experimental	2	Rust
59	fff-rs/greenglas Machine Intelligence Preprocessing Framework	23	Experimental	19	Rust
60	kachark/rust-optimal-transport Rust Optimal Transport solvers	23	Experimental	12	C++
61	AbdelStark/runway-rs Unofficial Rust SDK for the Runway API	23	Experimental	1	Rust
62	pavan2318/cmdsec-ml Rust prototype for synthetic command dataset generation, feature extraction,...	23	Experimental	1	Rust
63	apple-fritter/driftwood 🏖 A unified IRC log format and a world of possibilities for building...	23	Experimental	2	Rust
64	extendr/mdl An opinionated and performant reimagining of model matrices using rust	23	Experimental	8	R
65	Gravitalia/remini Machine learning algorithms for SBC.	22	Experimental	4	Rust
66	ieoop/corroded 🛠️ Simplify Rust development with corroded, a set of safe utilities that...	22	Experimental	—	Rust
67	arclabs561/sheaf Hierarchical structure, community detection, reconciliation, and conformal prediction	22	Experimental	—	Rust
68	ricardofrantz/libsvm-rs Pure Rust LIBSVM (v337) with model/CLI compatibility, differential parity...	22	Experimental	—	Rust
69	arclabs561/fynch Differentiable sorting and ranking: PAVA, Fenchel-Young losses, and O(n log...	22	Experimental	—	Rust
70	viodotcom/ppca_rs Python+Rust implementation of the Probabilistic Principal Component Analysis model	22	Experimental	36	Rust
71	loony-bean/fastapprox-rs Rust version of fastapprox: approximate versions of functions commonly used...	22	Experimental	24	Rust
72	jzombie/rust-triplets Composable data sampling primitives for deterministic multi-source ML/AI...	22	Experimental	—	Rust
73	bzsanti/azure-ai-foundry 🦀 Unofficial Rust SDK for Microsoft Foundry (Azure AI Foundry) — Chat...	22	Experimental	—	Rust
74	arclabs561/lapl Spectral methods: graph Laplacian, eigenmaps, spectral clustering	22	Experimental	—	Rust
75	arclabs561/rkhs Reproducing Kernel Hilbert Space: kernels, MMD, and Dense Associative Memory...	22	Experimental	—	Rust
76	CogitatorTech/feature-factory A feature engineering library for Rust 🦀 with Python bindings 🐍 (WIP)	21	Experimental	22	Rust
77	UnixJunkie/orf OCaml Random Forests	21	Experimental	8	OCaml
78	sky-flux/flux Pure Go implementation of the FSRS v6 spaced repetition algorithm. Zero...	20	Experimental	1	Go
79	piiadov/quality_control_room Quality Control Room	20	Experimental	1	Rust
80	YoungHaKim7/Machine_Learning_Rust Machine_Learning_Rust & My Youtube Channel - GlobalYoung...	20	Experimental	1	Rust
81	tomtung/craftml-rs A Rust🦀 implementation of CRAFTML, an Efficient Clustering-based Random...	20	Experimental	15	Rust
82	fff-rs/juice-examples Examples for the Hacker's Machine Learning Framework Juice which are...	20	Experimental	8	Rust
83	victor-iyi/iris Iris dataset pre-processing in Rust	20	Experimental	1	Rust
84	sanity/pav.rs An implementation of the Pair Adjacent Violators algorithm for isotonic...	19	Experimental	11	Rust
85	Axect/Peroxide_Gallery Examples of Peroxide (Rust numeric library)	19	Experimental	10	Rust
86	sablokrep/klebnz giant kelp machine learning	19	Experimental	—	Rust
87	sablokrep/statreg regression analysis rust	19	Experimental	—	Rust
88	geoffsee/auto-g-embed A text embedding model	19	Experimental	—	Rust
89	sablokrep/rustshap rust implementation of shap	19	Experimental	—	Rust
90	sipemu/oxits-rs Time series classification and transformation library for Rust — port of pyts	19	Experimental	—	Rust
91	galafis/rust-fundamentals-learning Hands-on Rust programming exercises covering ownership, borrowing,...	19	Experimental	—	Rust
92	asdrubalinea/blog Rust + Axum + htmx + crate2nix + Nix + Org Mode + Fly.io	19	Experimental	—	Rust
93	aniketchavan2211/AI-Projects Rust language based DS, DP, ML & AI	19	Experimental	—	Rust
94	dacarlin/heme Fast and friendly tools for protein design	16	Experimental	4	Rust
95	Abhinav-Kumar012/Rust_Python_ML_PE comparison between Rust and Python in ML domain	16	Experimental	2	Rust
96	thfm/scholar A supervised machine learning library.	16	Experimental	12	Rust
97	cool-japan/cool-japan COOLJAPAN	16	Experimental	2	—
98	miniex/maidenx A user-friendly ML framework built in Rust	16	Experimental	37	Rust
99	sreyassabbani/tml An experimental yet robust, type-safe machine learning library implemented...	15	Experimental	1	Rust
100	didinj/rust-machine-learning-ml-getting-started Getting Started with Machine Learning in Rust	15	Experimental	—	Rust
101	AXECAC/docs-search Поиск контекста/файлов по словам.	15	Experimental	1	Rust
102	ether-lang/ether High-Performance programming language with first-class machine learning and...	15	Experimental	—	Rust
103	LordSaumya/DeepIron Machine learning library written in Rust	14	Experimental	3	Rust
104	KjetilIN/rustic_ml A machine learning library created from scratch with Rust. It focuses on...	14	Experimental	3	Rust
105	PABannier/sparseglm Fast and modular solver for sparse generalized linear models	14	Experimental	8	Rust
106	IreGaddr/ppflib 🚀 Advanced Physics-Prime Factorization (PPF) computational library: quantum...	14	Experimental	2	Rust
107	dystopiaprotozoalinfection911/cool-japan Build a memory-safe, pure Rust ecosystem with 597 crates and 21 million...	14	Experimental	—	—
108	Saswatsusmoy/treeshap-rs Exact TreeSHAP in Rust — fast Shapley values for XGBoost, LightGBM, and ONNX...	14	Experimental	—	Rust
109	Adeptcontriver/p2r 🐍 Transform Python code into efficient Rust with p2r, a static transpiler...	14	Experimental	—	PHP
110	Syahideos/distill 🌐 Scrape web pages efficiently and analyze content with LLM using this...	14	Experimental	—	Rust
111	sctg-development/french-names-extractor First names and Last names extracted from INSEE death records	14	Experimental	13	Rust
112	zeerkius/lavalamp Machine Learning Library In Rust	14	Experimental	—	Makefile
113	Morphophonemicsystemmarylandchicken839/garbage_collector 🗑️ Implement a mark-and-sweep garbage collector in Rust to understand memory...	14	Experimental	—	Rust
114	DevAlone/machine-learning-course-by-andrew-ng-in-rust Implementation of algorithms from machine learning course by Andrew Ng...	14	Experimental	1	Rust
115	orhnk/Mars Mars is a rust machine learning library. [Goal is to make Simple as possible]	13	Experimental	8	Rust
116	dvigneshwer/deeprust Machine learning crate in Rust	13	Experimental	8	Rust
117	aarangop/rust-ml Implementation of various machine learning algorithms in pure Rust.	13	Experimental	2	Rust
118	dr-saad-la/ds-distilled-with-rust Data Science distilled with Rust	12	Experimental	3	Rust
119	miniex/maidenx-old Rust ML Framework designed for learning purposes and building my AI engines...	12	Experimental	3	Rust
120	bubble-07/FETISH-RS (F)unctional (E)mbedding of (T)erms (I)n a (S)patial (H)ierarchy -- as a Rust crate!	12	Experimental	3	Rust
121	J0y-B0y/Blackforest Random Forest machine learning library written in Rust	12	Experimental	1	Rust
122	AndreaCatania/grape_ml Machine learning library	12	Experimental	2	Rust
123	TheseusInstitute/nix-ml-override MLOverride enables modern Machine Learning in Nix	11	Experimental	2	Nix
124	mortylen/ml-compass-guide Central repository for ML Compass Guide - documentation and links to the web...	11	Experimental	—	—
125	mortylen/ml-knn-metrics-rs This project implements a simple k-Nearest Neighbors (k-NN) algorithm in the...	11	Experimental	—	Rust
126	jinlow/closest A simple KDTree nearest neighbors implementation.	11	Experimental	2	Rust
127	ds1sqe/rust_ml_toolkit Rust Machine Learing Toolkit from scratch	11	Experimental	2	Rust
128	headwaymaps/airmail Experiments with offline geocoding	11	Experimental	2	Rust
129	UserLeeIsTired/RustML Rust machine learning from scratch	11	Experimental	—	Rust
130	jonysy/leaf A hard-fork of Leaf, an open machine intelligence framework for hackers.	11	Experimental	—	Rust
131	homezloco/rustify-ml CLI to profile Python ML hotspots and generate Rust/PyO3 stubs for acceleration.	11	Experimental	—	Rust
132	baxtersa/decepticon Learning about machine learning in Rust	11	Experimental	2	Rust
133	jtrawinski/linfa-preprocessing A data preprocessing library for Rust.	11	Experimental	2	Rust
134	Jordan-M-Young/Pikus Machine Learning & Linear Algebra Library	11	Experimental	2	Rust
135	apple-fritter/flotsam Flotsam is a moderation tool to supplement Jetsam, for IRC logs stored in...	10	Experimental	1	Rust
136	apple-fritter/snar3 📔Transcribe XML formatted Android SMS export to nested TSV files. Written in Rust.	10	Experimental	1	Rust
137	apple-fritter/jetsam Jetsam is a tool designed to sanitize IRC logs stored in the Driftwood...	10	Experimental	1	Rust
138	edfix/mlx-rust Safe and idiomatic Rust binding for Apple MLX project	10	Experimental	1	Rust
139	justcode740/fastgen Blazing fast model & feature selection for large datasets	10	Experimental	1	Rust
140	aryalaadi/basilisk ARCHIVE ONLY NOW ON CODEBERG	10	Experimental	1	Rust
141	MitchellShibilski-Unkel/RustML Open-source AI Framework for Rust	10	Experimental	1	Rust
142	andreytkachenko/yarblas Yet another rust BLAS	10	Experimental	1	Rust
143	opixelum/atamai Lightweight ML library in Rust	10	Experimental	1	Rust
144	apple-fritter/ploop.rs ➿Loop through a TSV file and pass columns of data to an external program....	10	Experimental	1	Rust
145	Axect/Noisy_Candle A Rust project showcasing regression on noisy data using machine learning libraries.	10	Experimental	1	Rust
146	sno2/aister A machine learning API that is completely free and open source that allows...	10	Experimental	1	Rust
147	apple-fritter/scrimshaw Scrimshaw parses IRC logs stored in the driftwood format for quotes...	10	Experimental	1	Rust
148	gregyjames/RustDecisionTree Decision Tree implemented in rust	10	Experimental	1	Rust
149	phase/astral-dunes gpt impl with rust + pytorch	10	Experimental	1	Rust
150	KyGost/QCT Quantum Computing Trainer	10	Experimental	1	Rust
151	rdiachenko/ml-lab Machine learning from scratch in Rust	10	Experimental	1	Rust

Comparisons in this category

RustyML and smartcore (56 vs 54) smartcore and sklears (54 vs 41) fsrs-optimizer and fsrs-rs (59 vs 54) aprender and RustyML (56 vs 56)