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 149 rust ml libraries frameworks tracked. 9 score above 50 (established tier). The highest-rated is SomeB1oody/RustyML at 63/100 with 337 stars and 74 monthly downloads. 2 of the top 10 are actively maintained.

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#	Framework	Score	Tier	Stars	Language
1	SomeB1oody/RustyML A high-performance machine learning library in pure Rust, offering...	63	Established	337	Rust
2	smartcorelib/smartcore A comprehensive library for machine learning and numerical computing. Apply...	62	Established	896	Rust
3	open-spaced-repetition/fsrs-rs FSRS for Rust, including Optimizer and Scheduler	61	Established	340	Rust
4	open-spaced-repetition/fsrs-optimizer FSRS Optimizer Package	59	Established	103	Python
5	rust-ml/linfa A Rust machine learning framework.	57	Established	4,579	Rust
6	paiml/aprender Next Generation Machine Learning, Statistics and Deep Learning in PURE Rust	57	Established	76	Rust
7	surrealdb/surrealml A machine learning library for Python and Rust, for PyTorch, Tensorflow and...	53	Established	114	Rust
8	cool-japan/scirs SciRS2 - Scientific Computing and AI in Rust	52	Established	176	Rust
9	etsi-ai/etna A high level abstraction library designed for effortless tabular data based tasks.	52	Established	27	Python
10	open-spaced-repetition/fsrs4anki A modern Anki custom scheduling based on Free Spaced Repetition Scheduler algorithm	49	Emerging	3,842	Jupyter Notebook
11	shenxiangzhuang/bleuscore BLEU Score in Rust	49	Emerging	12	Rust
12	cool-japan/quantrs QuantRS2: Rust Quantum Computing Framework	48	Emerging	25	Rust
13	davechallis/rust-xgboost Rust bindings for XGBoost.	48	Emerging	122	Rust
14	AtheMathmo/rusty-machine Machine Learning library for Rust	47	Emerging	1,266	Rust
15	jinlow/forust A lightweight gradient boosted decision tree package.	47	Emerging	85	Rust
16	cool-japan/sklears A comprehensive machine learning library in Rust, inspired by scikit-learn's...	47	Emerging	13	Rust
17	cool-japan/optirs OptiRS is a comprehensive optimization library for machine learning	47	Emerging	7	Rust
18	cool-japan/numrs NumRS2: High-Performance Numerical Computing in Rust	46	Emerging	38	Rust
19	SkuldNorniern/cetana An advanced machine learning library empowering developers to build...	46	Emerging	14	Rust
20	anowell/are-we-learning-yet How ready is Rust for Machine Learning?	45	Emerging	527	Rust
21	open-spaced-repetition/fsrs-browser FSRS for the browser, including Optimizer and Scheduler	45	Emerging	49	TypeScript
22	open-spaced-repetition/srs-benchmark A benchmark for spaced repetition schedulers/algorithms	44	Emerging	200	Jupyter Notebook
23	Skeletonxf/easy-ml Machine learning library providing matrices, named tensors, linear algebra...	44	Emerging	24	Rust
24	ralfbiedert/ffsvm FFSVM stands for "Really Fast Support Vector Machine"	44	Emerging	77	Rust
25	Human-Centric-Machine-Learning/memorize Code and real data for "Enhancing Human Learning via Spaced Repetition...	43	Emerging	189	Jupyter Notebook
26	vaaaaanquish/Awesome-Rust-MachineLearning This repository is a list of machine learning libraries written in Rust....	43	Emerging	2,242	JavaScript
27	CogitatorTech/vq A vector quantization library for Rust :crab: with Python bindings 🐍	41	Emerging	20	Rust
28	maciejkula/sbr-rs Deep recommender systems for Rust	41	Emerging	128	Rust
29	rust-ml/book The Rust Machine Learning Book	41	Emerging	233	Rust
30	tomtung/omikuji An efficient implementation of Partitioned Label Trees & its variations for...	41	Emerging	91	Rust
31	cmccomb/rust-automl Automated Machine Learning in Rust 🦀	41	Emerging	37	Rust
32	outbrain-inc/fwumious_wabbit Fwumious Wabbit, fast on-line machine learning toolkit written in Rust	40	Emerging	139	Rust
33	benjarison/eval-metrics Evaluation metrics for machine learning	39	Emerging	15	Rust
34	negativa-ai/negativa-ml A tool analyzing unused GPU code by machine learning workloads	38	Emerging	15	Rust
35	rhaiscript/rhai-ml Machine learning for Rhai.	37	Emerging	9	Rust
36	smartcorelib/smartcore-examples SmartCore examples	37	Emerging	15	Rust
37	br0kej/bin2ml A command line tool for extracting machine learning ready data from software...	37	Emerging	73	Rust
38	Pushp-Kharat1/LEMMA LEMMA: Logical Engine for Multi-domain Mathematical Analysis	37	Emerging	28	Rust
39	liborty/rstats Statistics, Information Measures, Linear Algebra, Cholesky Matrix...	36	Emerging	56	Rust
40	KerfuffleV2/repugnant-pickle Low effort scraping Python's pickle format in Rust. It is to complete...	36	Emerging	26	Rust
41	ErikPartridge/parsnip Assorted data science metrics for Rust	36	Emerging	2	Rust
42	Schultzer/libblas BLAS for Rust	35	Emerging	16	Rust
43	shadeMe/liblinear-rs Rust language bindings for the LIBLINEAR C/C++ library	35	Emerging	10	Rust
44	FL03/concision Concision is a toolkit for building machine-learning models in Rust.	35	Emerging	4	Rust
45	jackgerrits/reductionml Reduction-based machine learning framework with a focus on contextual bandits	35	Emerging	7	Rust
46	lazear/simd-euclidean Calculation of euclidean distance between vectors, with SIMD	35	Emerging	13	Rust
47	jjfiv/fastrank My most frequently used learning-to-rank algorithms ported to rust for...	34	Emerging	52	Rust
48	sipemu/anofox-regression Regression analysis in Rust.	34	Emerging	3	Rust
49	fff-rs/juice The Hacker's Machine Learning Engine	34	Emerging	1,129	Rust
50	bmsuisse/rusket rusket 🦀🧺	32	Emerging	2	Python
51	antononcube/Raku-ML-TriesWithFrequencies Raku package with functions for creation and manipulation of tries (prefix...	32	Emerging	3	Raku
52	jinlow/discrust Supervised discretization in Rust	31	Emerging	3	Rust
53	psychonautwiki/karma Hidden Markov Model using the Baum-Welch algorithm in Rust, reference...	31	Emerging	2	Rust
54	dvigneshwer/DevfestYangon Contents of Building AI units using Rust talk and Hacker's guide to Rust...	31	Emerging	3	Rust
55	open-spaced-repetition/srs-simulator A fast, dual‑engine spaced‑repetition simulator for comparing schedulers,...	30	Emerging	8	Python
56	fff-rs/greenglas Machine Intelligence Preprocessing Framework	30	Emerging	19	Rust
57	kachark/rust-optimal-transport Rust Optimal Transport solvers	30	Emerging	12	C++
58	extendr/mdl An opinionated and performant reimagining of model matrices using rust	30	Emerging	8	R
59	viodotcom/ppca_rs Python+Rust implementation of the Probabilistic Principal Component Analysis model	29	Experimental	36	Rust
60	Gravitalia/remini Machine learning algorithms for SBC.	29	Experimental	4	Rust
61	loony-bean/fastapprox-rs Rust version of fastapprox: approximate versions of functions commonly used...	29	Experimental	24	Rust
62	CogitatorTech/feature-factory A feature engineering library for Rust 🦀 with Python bindings 🐍 (WIP)	28	Experimental	22	Rust
63	UnixJunkie/orf OCaml Random Forests	28	Experimental	8	OCaml
64	piiadov/quality_control_room Quality Control Room	27	Experimental	1	Rust
65	victor-iyi/iris Iris dataset pre-processing in Rust	27	Experimental	1	Rust
66	YoungHaKim7/Machine_Learning_Rust Machine_Learning_Rust & My Youtube Channel - GlobalYoung...	27	Experimental	1	Rust
67	fff-rs/juice-examples Examples for the Hacker's Machine Learning Framework Juice which are...	27	Experimental	8	Rust
68	tomtung/craftml-rs A Rust🦀 implementation of CRAFTML, an Efficient Clustering-based Random...	27	Experimental	15	Rust
69	sanity/pav.rs An implementation of the Pair Adjacent Violators algorithm for isotonic...	26	Experimental	11	Rust
70	Axect/Peroxide_Gallery Examples of Peroxide (Rust numeric library)	26	Experimental	10	Rust
71	thfm/scholar A supervised machine learning library.	23	Experimental	12	Rust
72	miniex/maidenx A user-friendly ML framework built in Rust	23	Experimental	37	Rust
73	dacarlin/heme Fast and friendly tools for protein design	23	Experimental	4	Rust
74	jzombie/rust-triplets Composable data sampling primitives for deterministic multi-source ML/AI...	21	Experimental	—	Rust
75	arclabs561/sheaf Hierarchical structure, community detection, reconciliation, and conformal prediction	21	Experimental	—	Rust
76	galafis/rust-fundamentals-learning Hands-on Rust programming exercises covering ownership, borrowing,...	21	Experimental	—	Rust
77	ricardofrantz/libsvm-rs Pure Rust LIBSVM (v337) with model/CLI compatibility, differential parity...	21	Experimental	—	Rust
78	sipemu/oxits-rs Time series classification and transformation library for Rust — port of pyts	21	Experimental	—	Rust
79	sablokrep/statreg regression analysis rust	21	Experimental	—	Rust
80	KjetilIN/rustic_ml A machine learning library created from scratch with Rust. It focuses on...	21	Experimental	3	Rust
81	sctg-development/french-names-extractor First names and Last names extracted from INSEE death records	21	Experimental	13	Rust
82	aniketchavan2211/AI-Projects Rust language based DS, DP, ML & AI	21	Experimental	—	Rust
83	DevAlone/machine-learning-course-by-andrew-ng-in-rust Implementation of algorithms from machine learning course by Andrew Ng...	21	Experimental	1	Rust
84	arclabs561/fynch Differentiable sorting and ranking: PAVA, Fenchel-Young losses, and O(n log...	21	Experimental	—	Rust
85	PABannier/sparseglm Fast and modular solver for sparse generalized linear models	21	Experimental	8	Rust
86	arclabs561/lapl Spectral methods: graph Laplacian, eigenmaps, spectral clustering	21	Experimental	—	Rust
87	sablokrep/rustshap rust implementation of shap	21	Experimental	—	Rust
88	LordSaumya/DeepIron Machine learning library written in Rust	21	Experimental	3	Rust
89	sablokrep/klebnz giant kelp machine learning	21	Experimental	—	Rust
90	arclabs561/rkhs Reproducing Kernel Hilbert Space: kernels, MMD, and Dense Associative Memory...	21	Experimental	—	Rust
91	sreyassabbani/tml An experimental yet robust, type-safe machine learning library implemented...	21	Experimental	1	Rust
92	dvigneshwer/deeprust Machine learning crate in Rust	20	Experimental	8	Rust
93	aarangop/rust-ml Implementation of various machine learning algorithms in pure Rust.	20	Experimental	2	Rust
94	IreGaddr/ppflib 🚀 Advanced Physics-Prime Factorization (PPF) computational library: quantum...	20	Experimental	2	Rust
95	orhnk/Mars Mars is a rust machine learning library. [Goal is to make Simple as possible]	20	Experimental	8	Rust
96	AndreaCatania/grape_ml Machine learning library	19	Experimental	2	Rust
97	bubble-07/FETISH-RS (F)unctional (E)mbedding of (T)erms (I)n a (S)patial (H)ierarchy -- as a Rust crate!	19	Experimental	3	Rust
98	dr-saad-la/ds-distilled-with-rust Data Science distilled with Rust	19	Experimental	3	Rust
99	miniex/maidenx-old Rust ML Framework designed for learning purposes and building my AI engines...	19	Experimental	3	Rust
100	TheseusInstitute/nix-ml-override MLOverride enables modern Machine Learning in Nix	18	Experimental	2	Nix
101	ds1sqe/rust_ml_toolkit Rust Machine Learing Toolkit from scratch	18	Experimental	2	Rust
102	J0y-B0y/Blackforest Random Forest machine learning library written in Rust	18	Experimental	1	Rust
103	Jordan-M-Young/Pikus Machine Learning & Linear Algebra Library	18	Experimental	2	Rust
104	jtrawinski/linfa-preprocessing A data preprocessing library for Rust.	18	Experimental	2	Rust
105	baxtersa/decepticon Learning about machine learning in Rust	18	Experimental	2	Rust
106	jinlow/closest A simple KDTree nearest neighbors implementation.	18	Experimental	2	Rust
107	Abhinav-Kumar012/Rust_Python_ML_PE comparison between Rust and Python in ML domain	17	Experimental	2	Rust
108	sno2/aister A machine learning API that is completely free and open source that allows...	17	Experimental	1	Rust
109	phase/astral-dunes gpt impl with rust + pytorch	17	Experimental	1	Rust
110	rdiachenko/ml-lab Machine learning from scratch in Rust	17	Experimental	1	Rust
111	KyGost/QCT Quantum Computing Trainer	17	Experimental	1	Rust
112	ether-lang/ether High-Performance programming language with first-class machine learning and...	17	Experimental	—	Rust
113	andreytkachenko/yarblas Yet another rust BLAS	17	Experimental	1	Rust
114	gregyjames/RustDecisionTree Decision Tree implemented in rust	17	Experimental	1	Rust
115	Axect/Noisy_Candle A Rust project showcasing regression on noisy data using machine learning libraries.	17	Experimental	1	Rust
116	apple-fritter/snar3 📔Transcribe XML formatted Android SMS export to nested TSV files. Written in Rust.	17	Experimental	1	Rust
117	apple-fritter/flotsam Flotsam is a moderation tool to supplement Jetsam, for IRC logs stored in...	17	Experimental	1	Rust
118	opixelum/atamai Lightweight ML library in Rust	17	Experimental	1	Rust
119	edfix/mlx-rust Safe and idiomatic Rust binding for Apple MLX project	17	Experimental	1	Rust
120	justcode740/fastgen Blazing fast model & feature selection for large datasets	17	Experimental	1	Rust
121	MitchellShibilski-Unkel/RustML Open-source AI Framework for Rust	17	Experimental	1	Rust
122	apple-fritter/ploop.rs ➿Loop through a TSV file and pass columns of data to an external program....	17	Experimental	1	Rust
123	cool-japan/cool-japan COOLJAPAN	15	Experimental	2	—
124	Saswatsusmoy/treeshap-rs Exact TreeSHAP in Rust — fast Shapley values for XGBoost, LightGBM, and ONNX...	14	Experimental	—	Rust
125	imclerran/roc-ai Roc Package for building with LLMs.	14	Experimental	5	Roc
126	UserLeeIsTired/RustML Rust machine learning from scratch	13	Experimental	—	Rust
127	didinj/rust-machine-learning-ml-getting-started Getting Started with Machine Learning in Rust	13	Experimental	—	Rust
128	mortylen/ml-knn-metrics-rs This project implements a simple k-Nearest Neighbors (k-NN) algorithm in the...	13	Experimental	—	Rust
129	jonysy/leaf A hard-fork of Leaf, an open machine intelligence framework for hackers.	13	Experimental	—	Rust
130	mortylen/ml-compass-guide Central repository for ML Compass Guide - documentation and links to the web...	13	Experimental	—	—
131	Syahideos/distill 🌐 Scrape web pages efficiently and analyze content with LLM using this...	13	Experimental	—	Rust
132	zeerkius/lavalamp Machine Learning Library In Rust	13	Experimental	—	Makefile
133	NoraCodes/mlem Machine Learning Machine - a VM for machine learning	12	Experimental	8	Rust
134	mbillingr/mldata Rust crate for loading machine learning data sets with on-demand downloading.	11	Experimental	—	Rust
135	shogun-toolbox/shogun-rust Shogun for Rust	11	Experimental	4	Rust
136	cleissonbarbosa/ml-linear-regression Linear Regression Machine learning with rust	11	Experimental	—	Rust
137	drewxs/engram Machine learning library	11	Experimental	—	Rust
138	benjarison/variational-regression Regression models trained using variational inference	11	Experimental	—	Rust
139	ArvinSKushwaha/AML2 An ML library built in Rust and Python.	11	Experimental	—	—
140	piderking/rml Machine Learning Library in Rust	11	Experimental	1	Rust
141	cmccomb/tease Demo your machine learning model in rust 🦀	11	Experimental	4	HTML
142	latekvo/evolution-algo-1 Improved machine learning algorithm, along with it's own saving protocol and...	11	Experimental	—	Rust
143	lnguyenfx/ml-from-scratch Machine Learning from Scratch using Rust	11	Experimental	—	Rust
144	jordan-castro/Monster-Cock-Builder MonsterCocks Art NFT.	11	Experimental	3	Rust
145	diefesson/ufc-ai Repository for the Artificial Inteligence discipline practices	10	Experimental	2	Rust
146	BrentMaples/LLM_in_Rust This is my implementation of a simple PyTorch LLM in Rust using the tch-rs...	10	Experimental	1	Rust
147	deadcore/rune Machine learning in rust - pure and simple	10	Experimental	2	Rust
148	matin-karimpour/ML_Rust A comparison between Linfa algorithms for titanic dataset.	10	Experimental	2	Rust
149	mwrites/ml-rust Machine Learning Algorithms in Rust	10	Experimental	2	Jupyter Notebook

Comparisons in this category

linfa and rusty-machine (57 vs 47) smartcore and rusty-machine (62 vs 47) RustyML and rusty-machine (63 vs 47) aprender and rusty-machine (57 vs 47) RustyML and smartcore (63 vs 62) smartcore and sklears (62 vs 47) fsrs-rs and fsrs-optimizer (61 vs 59) RustyML and aprender (63 vs 57) fsrs-rs and fsrs-browser (61 vs 45) scirs and numrs (52 vs 46)