Rust Neural Networks ML Frameworks

Foundational neural network libraries and frameworks written in Rust, including basic architectures, training utilities, and neurosymbolic approaches. Does NOT include tensor computation frameworks, general ML utilities, or specialized domain applications (e.g., mass spectrometry models, translation APIs).

There are 93 rust neural networks frameworks tracked. The highest-rated is SyntaxSpirits/rust-lstm at 43/100 with 23 stars and 24 monthly downloads.

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#	Framework	Score	Tier	Stars	Language
1	SyntaxSpirits/rust-lstm A complete LSTM neural network library with training capabilities, multiple...	43	Emerging	23	Rust
2	MikhailKravets/NeuroFlow Awesome deep learning crate	41	Emerging	121	Rust
3	star-ga/mind The native language for intelligent systems - Machine Intelligence Native Design	38	Emerging	5	Rust
4	AbdelStark/deep-delta-learning-rs Deep Delta Learning implementation, written in Rust	37	Emerging	4	Rust
5	urmzd/linear-gp A production-grade Rust framework for Linear Genetic Programming research,...	36	Emerging	2	Rust
6	xaynetwork/xaynet Xaynet represents an agnostic Federated Machine Learning framework to build...	36	Emerging	201	Rust
7	DragonflyRobotics/Neuroxide Ultrafast PyTorch-like AI Framework Written from Ground-Up in Rust	35	Emerging	100	Rust
8	singjc/redeem Repository for Deep Learning Models for Mass Spectrometry written in Rust	34	Emerging	16	Rust
9	scallop-lang/scallop Framework and Language for Neurosymbolic Programming.	34	Emerging	456	Rust
10	slowli/ocl-convolution OpenCL-accelerated 2D convolutions	33	Emerging	8	Rust
11	y0sif/rough_hook Research project comparing Kolmogorov-Arnold Networks vs MLPs across chess...	33	Emerging	2	Rust
12	ZhukMax/tiny_bdh_xor Repository with code for 'The little dragon learns to fly' article	28	Experimental	1	Rust
13	goldstraw/rust_cnn Rust convolutional neural network from scratch	28	Experimental	24	Rust
14	unda-ml/unda General purpose machine learning crate	28	Experimental	16	Rust
15	fab2s/floDl rust recursive deep learning framework	28	Experimental	2	Rust
16	BrosnanYuen/RayBNN_Neural Neural Networks with Sparse Weights in Rust using GPUs, CPUs, and FPGAs via...	27	Experimental	3	Rust
17	ginozza/shrew A language-agnostic deep learning framework for decoupled model definition...	26	Experimental	7	Rust
18	AR-Kamal/quantize-rs Simple, fast neural network quantization in pure Rust	25	Experimental	2	Rust
19	denosaurs/netsaur Powerful Powerful Machine Learning library with GPU, CPU and WASM backends	25	Experimental	252	Rust
20	Lommix/snail_nn Neural network and matrix library with parallized learning build from the...	25	Experimental	3	Rust
21	retraigo/la-classy Machine Learning Module for Single Layer Perceptron ML models, written in...	25	Experimental	5	Rust
22	AICMUniversity/nivis Next Generation Functional Programming Languages	24	Experimental	3	—
23	FlixCoder/Rust-Evo-LSTM LSTM / Neural network structure to be used in my GeneralEvolutionFramework...	24	Experimental	4	Rust
24	millardjn/rusty_sr Deep learning superresolution in pure rust	24	Experimental	206	Rust
25	andrei-papou/horn Keras runner for Rust (WIP)	24	Experimental	4	Rust
26	OscarPal/symbolic_regression.rs 🛠️ Transform equations with symbolic regression in Rust, featuring...	23	Experimental	1	Rust
27	simonwuelker/deep_thought Neural Networks in Rust, without backpropagation. WIP	23	Experimental	6	Rust
28	fajarkraton/fajar-lang Fajar Lang (fj) — Systems programming language for embedded ML & OS...	23	Experimental	1	Rust
29	Robbepop/prophet A simple neural net implementation.	23	Experimental	41	Rust
30	severeon/neuroscript-rs A compositional language for neural architectures. Neurons all the way down.	22	Experimental	—	Rust
31	tzervas/qlora-rs 4-bit NormalFloat (NF4) quantized LoRA for Rust with GGUF export	22	Experimental	—	Rust
32	seamus-brady/DriftNARS NARS scripting language implementation	22	Experimental	—	C
33	sablokrep/crabseq crab image segmentation	22	Experimental	—	Rust
34	syntheticChemistry/neuralSpring Pure Rust ML primitives, spectral analysis & sovereign structure prediction...	22	Experimental	—	Rust
35	srenevey/neuro A deep learning library written in Rust	21	Experimental	16	Rust
36	ThalesMMS/Rust-Neural-Networks Multi-Layer Perceptron, CNN and Attention models in Rust with GPU acceleration.	21	Experimental	2	Rust
37	AnicetNgrt/jiro-nn A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.	21	Experimental	133	Rust
38	felipe-santos/gran-prix Gran-Prix is a high-performance, modular, and type-safe neural network...	20	Experimental	1	TypeScript
39	PanzerPeter/Neuro A programing language for AI	20	Experimental	1	Rust
40	tzervas/peft-rs Rust PEFT adapter library: LoRA, prefix tuning, prompt tuning for LLM fine-tuning	20	Experimental	1	Rust
41	KarelPeeters/Kyanite A neural network inference library, written in Rust.	20	Experimental	69	Rust
42	pierreyoda/rust-neuralnet Simple Artificial Neural Network library implemented in Rust.	20	Experimental	12	Rust
43	pcalnon/JuniperLegacy Juniper: AI/ML research platform for investigating dynamic neural networks. ...	20	Experimental	1	Python
44	jakob-lilliemarck/fx-durable-ga Durable and auditable GA optimization system on top of postgreSQL	20	Experimental	2	Rust
45	gabrielmfern/intricate A gpu accelerated neural network Rust crate.	19	Experimental	15	Rust
46	Pacatro/mininn A minimalist deep learnig crate for Rust	19	Experimental	2	Rust
47	Tyrant7/Rust-NN A simple deep learning framework built using ndarray in Rust.	17	Experimental	2	Rust
48	polyjuicelab/psycial Production-grade MBTI personality classifier with GPU-accelerated multi-task...	16	Experimental	1	Rust
49	seanwevans/an-ki A distributed neural network project.	16	Experimental	1	Rust
50	milesgranger/pyrus-nn Lightweight, easy to use, micro neural network framework written in Rust w/...	16	Experimental	17	Rust
51	andreytkachenko/yarnn Yet Another rust Neural Network framework	16	Experimental	16	Rust
52	sudokku/ferrite-nn 🦀 Rust-native neural networks without external ML dependencies. Implements...	16	Experimental	13	Rust
53	rust-dd/xor-neural-network A minimal neural network that learns XOR from scratch using only the Rust...	16	Experimental	1	Rust
54	uek-1/puffpastry basic rust neural network framework	16	Experimental	2	Rust
55	haradama/reservoir-rs A minimal, experimental Rust workspace for reservoir computing / Echo State...	16	Experimental	1	Rust
56	aliqut/neurotic Neurotic is a machine-learning library for Rust.	15	Experimental	6	Rust
57	regular-dev/nevermind-neu Machine learning library written in rust with OpenCL support	15	Experimental	6	Rust
58	sobeit-the-one/anagramy Seed-based neural network byte transformer. Generates deterministic,...	15	Experimental	—	Rust
59	sobeit-the-one/iax A minimal, easy-to-use neural network library for Rust with optional GPU...	15	Experimental	—	Rust
60	carrotflakes/slide Implementation of the SLIDE (Sub-LInear Deep learning Engine)	15	Experimental	2	Rust
61	nosark/perceptron-rs perceptron implementation in rust	14	Experimental	1	Rust
62	rhettastiff416/Rust-Nuvex 👁️ Enhance tactical awareness with Rust-Nuvex, the sleek overlay that...	14	Experimental	—	—
63	MDEKRAM0199/klearu Implement SLIDE-based deep learning and transformer sparsity with native...	14	Experimental	—	—
64	xeon029/free-of-syn 🚀 Remove syn from your Rust crate for faster builds. Embrace declarative...	14	Experimental	—	Shell
65	dylan-sutton-chavez/uncertainty-simple-perceptron_rust A binary perceptron implemented in Rust with production tooling: static...	14	Experimental	—	Rust
66	NeuroQuestAi/rust-nn A simple neural network 🧠 implementation using the tch (Torch) 🤖 library...	14	Experimental	7	Rust
67	goldstraw/rust_autoencoder Rust convolutional autoencoder built from scratch	13	Experimental	7	Rust
68	myelin-ai/myelin Designing the Future of Artifical Intelligence	13	Experimental	7	Rust
69	bhearsum/neuralneat A Rust library that implements Kenneth Stanley's NeuroEvolution of...	13	Experimental	2	Rust
70	AlexisAoun/brique.rs Brique.rs is a toy project with the objective of implementing a MLP in rust...	13	Experimental	5	Rust
71	StefanNienhuis/neural-rs A neural network project written in Rust.	12	Experimental	4	Rust
72	margorczynski/okkam Using GA to search polynomials that fit a given dataset	12	Experimental	3	Rust
73	FlixCoder/rust-es-optimizer General Evolution-Strategy-Optimizer implementation according to...	12	Experimental	3	Rust
74	3QNRpDwD/TrenchDeep A personalized deep learning management framework for ultimate convenience	12	Experimental	1	Rust
75	spacecowboy/scarecrow A neural network library written in Rust.	12	Experimental	2	Rust
76	NiklasK3R/neuroxor An attempt to solve the XOR problem with evolving Neural Networks.	11	Experimental	—	Rust
77	DanielSchuette/nnet A feedforward neural network implemented in Rust.	11	Experimental	—	Rust
78	Corallus-Caninus/Brains Rust based Artificial Neural Network framework with TensorFlow	11	Experimental	—	Rust
79	CarsonBurke/rust-neural-network A basic neural network in Rust. Does not include backpropagation	11	Experimental	—	Rust
80	MadCoderme/rusty_ml A very simple Neural Network written in Rust from scratch	11	Experimental	—	Rust
81	springyworks/morseRust Advanced Morse Code AI with DLinOSS Neural Network - Real-time audio...	11	Experimental	—	Rust
82	const-i/neural-net A Neural Network library written completely in Rust implementing the back...	11	Experimental	2	Rust
83	KonstantinEger/neural-net-rs A toy neural network library written in Rust and compiled to ✨ WebAssembly ✨	11	Experimental	2	Rust
84	akiidjk/ShellDeeple ShellDeeple is an innovative command-line software written in Rust, designed...	11	Experimental	2	Rust
85	janhohenheim/learning-backpropagation I used this repo to learn how to implement backpropagation by hand	11	Experimental	2	Rust
86	FlixCoder/open-forward-LSTM Based on the open-forward-NNs, implementation of LSTMs for...	10	Experimental	1	Rust
87	UTMIST/oneshot-rs A Rust implementation of Siamese Neural Networks for One-shot Image...	10	Experimental	1	Rust
88	LilianSchall/bricks Bricks is a neural network engine in Rust designed to provide a fast,...	10	Experimental	1	Rust
89	connorcl/rust-nn A simple deep learning implementation written in Rust	10	Experimental	1	Rust
90	offdroid/rprop-tch-rs Rprop for tch-rs	10	Experimental	1	Rust
91	neurocode-ai/rune 🦀 RUNE: RUsty Neural Engine	10	Experimental	1	Rust
92	wolfrev0/SSU-DL Deep learning implementation from scratch using Rust.	10	Experimental	1	Rust
93	HoKim98/n3 Neural Network Notation written in Rust	10	Experimental	1	Rust