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 104 rust neural networks frameworks tracked. 1 score above 50 (established tier). The highest-rated is SyntaxSpirits/rust-lstm at 50/100 with 23 stars and 21 monthly downloads.

Get all 104 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	SyntaxSpirits/rust-lstm A complete LSTM neural network library with training capabilities, multiple...	50	Established	23	Rust
2	MikhailKravets/NeuroFlow Awesome deep learning crate	48	Emerging	121	Rust
3	xaynetwork/xaynet Xaynet represents an agnostic Federated Machine Learning framework to build...	43	Emerging	201	Rust
4	DragonflyRobotics/Neuroxide Ultrafast PyTorch-like AI Framework Written from Ground-Up in Rust	42	Emerging	100	Rust
5	scallop-lang/scallop Framework and Language for Neurosymbolic Programming.	41	Emerging	456	Rust
6	singjc/redeem Repository for Deep Learning Models for Mass Spectrometry written in Rust	41	Emerging	16	Rust
7	slowli/ocl-convolution OpenCL-accelerated 2D convolutions	40	Emerging	8	Rust
8	star-ga/mind The native language for intelligent systems - Machine Intelligence Native Design	39	Emerging	5	Rust
9	AbdelStark/deep-delta-learning-rs Deep Delta Learning implementation, written in Rust	37	Emerging	4	Rust
10	y0sif/rough_hook Research project comparing Kolmogorov-Arnold Networks vs MLPs across chess...	36	Emerging	2	Rust
11	unda-ml/unda General purpose machine learning crate	35	Emerging	16	Rust
12	goldstraw/rust_cnn Rust convolutional neural network from scratch	35	Emerging	24	Rust
13	BrosnanYuen/RayBNN_Neural Neural Networks with Sparse Weights in Rust using GPUs, CPUs, and FPGAs via...	34	Emerging	3	Rust
14	denosaurs/netsaur Powerful Powerful Machine Learning library with GPU, CPU and WASM backends	32	Emerging	252	Rust
15	retraigo/la-classy Machine Learning Module for Single Layer Perceptron ML models, written in...	32	Emerging	5	Rust
16	Lommix/snail_nn Neural network and matrix library with parallized learning build from the...	32	Emerging	3	Rust
17	ZhukMax/tiny_bdh_xor Repository with code for 'The little dragon learns to fly' article	32	Emerging	1	Rust
18	Robbepop/prophet A simple neural net implementation.	31	Emerging	41	Rust
19	andrei-papou/horn Keras runner for Rust (WIP)	31	Emerging	4	Rust
20	millardjn/rusty_sr Deep learning superresolution in pure rust	31	Emerging	206	Rust
21	FlixCoder/Rust-Evo-LSTM LSTM / Neural network structure to be used in my GeneralEvolutionFramework...	31	Emerging	4	Rust
22	simonwuelker/deep_thought Neural Networks in Rust, without backpropagation. WIP	30	Emerging	6	Rust
23	fab2s/floDl rust recursive deep learning framework	30	Emerging	2	Rust
24	srenevey/neuro A deep learning library written in Rust	28	Experimental	16	Rust
25	ginozza/shrew A language-agnostic deep learning framework for decoupled model definition...	28	Experimental	7	Rust
26	AR-Kamal/quantize-rs Simple, fast neural network quantization in pure Rust	27	Experimental	2	Rust
27	AnicetNgrt/jiro-nn A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.	27	Experimental	133	Rust
28	KarelPeeters/Kyanite A neural network inference library, written in Rust.	27	Experimental	69	Rust
29	felipe-santos/gran-prix Gran-Prix is a high-performance, modular, and type-safe neural network...	27	Experimental	1	TypeScript
30	OscarPal/symbolic_regression.rs 🛠️ Transform equations with symbolic regression in Rust, featuring...	27	Experimental	1	Rust
31	pierreyoda/rust-neuralnet Simple Artificial Neural Network library implemented in Rust.	27	Experimental	12	Rust
32	gabrielmfern/intricate A gpu accelerated neural network Rust crate.	26	Experimental	15	Rust
33	Pacatro/mininn A minimalist deep learnig crate for Rust	26	Experimental	2	Rust
34	ThalesMMS/Rust-Neural-Networks Multi-Layer Perceptron, CNN and Attention models in Rust with GPU acceleration.	25	Experimental	2	Rust
35	Tyrant7/Rust-NN A simple deep learning framework built using ndarray in Rust.	24	Experimental	2	Rust
36	PanzerPeter/Neuro A programing language for AI	24	Experimental	1	Rust
37	andreytkachenko/yarnn Yet Another rust Neural Network framework	23	Experimental	16	Rust
38	uek-1/puffpastry basic rust neural network framework	23	Experimental	2	Rust
39	milesgranger/pyrus-nn Lightweight, easy to use, micro neural network framework written in Rust w/...	23	Experimental	17	Rust
40	seanwevans/an-ki A distributed neural network project.	23	Experimental	1	Rust
41	sudokku/ferrite-nn 🦀 Rust-native neural networks without external ML dependencies. Implements...	23	Experimental	13	Rust
42	syntheticChemistry/neuralSpring Pure Rust ML primitives, spectral analysis & sovereign structure prediction...	22	Experimental	—	Rust
43	rust-dd/xor-neural-network A minimal neural network that learns XOR from scratch using only the Rust...	22	Experimental	1	Rust
44	carrotflakes/slide Implementation of the SLIDE (Sub-LInear Deep learning Engine)	22	Experimental	2	Rust
45	pcalnon/JuniperLegacy Juniper: AI/ML research platform for investigating dynamic neural networks. ...	22	Experimental	1	Python
46	regular-dev/nevermind-neu Machine learning library written in rust with OpenCL support	22	Experimental	6	Rust
47	aliqut/neurotic Neurotic is a machine-learning library for Rust.	22	Experimental	6	Rust
48	haradama/reservoir-rs A minimal, experimental Rust workspace for reservoir computing / Echo State...	22	Experimental	1	Rust
49	tzervas/peft-rs Rust PEFT adapter library: LoRA, prefix tuning, prompt tuning for LLM fine-tuning	21	Experimental	1	Rust
50	tzervas/qlora-rs 4-bit NormalFloat (NF4) quantized LoRA for Rust with GGUF export	21	Experimental	—	Rust
51	NeuroQuestAi/rust-nn A simple neural network 🧠 implementation using the tch (Torch) 🤖 library...	21	Experimental	7	Rust
52	nosark/perceptron-rs perceptron implementation in rust	21	Experimental	1	Rust
53	severeon/neuroscript-rs A compositional language for neural architectures. Neurons all the way down.	21	Experimental	—	Rust
54	goldstraw/rust_autoencoder Rust convolutional autoencoder built from scratch	20	Experimental	7	Rust
55	bhearsum/neuralneat A Rust library that implements Kenneth Stanley's NeuroEvolution of...	20	Experimental	2	Rust
56	myelin-ai/myelin Designing the Future of Artifical Intelligence	20	Experimental	7	Rust
57	AlexisAoun/brique.rs Brique.rs is a toy project with the objective of implementing a MLP in rust...	20	Experimental	5	Rust
58	polyjuicelab/psycial Production-grade MBTI personality classifier with GPU-accelerated multi-task...	20	Experimental	1	Rust
59	spacecowboy/scarecrow A neural network library written in Rust.	19	Experimental	2	Rust
60	margorczynski/okkam Using GA to search polynomials that fit a given dataset	19	Experimental	3	Rust
61	StefanNienhuis/neural-rs A neural network project written in Rust.	19	Experimental	4	Rust
62	3QNRpDwD/TrenchDeep A personalized deep learning management framework for ultimate convenience	19	Experimental	1	Rust
63	janhohenheim/learning-backpropagation I used this repo to learn how to implement backpropagation by hand	18	Experimental	2	Rust
64	const-i/neural-net A Neural Network library written completely in Rust implementing the back...	18	Experimental	2	Rust
65	KonstantinEger/neural-net-rs A toy neural network library written in Rust and compiled to ✨ WebAssembly ✨	18	Experimental	2	Rust
66	offdroid/rprop-tch-rs Rprop for tch-rs	17	Experimental	1	Rust
67	sobeit-the-one/iax A minimal, easy-to-use neural network library for Rust with optional GPU...	17	Experimental	—	Rust
68	neurocode-ai/rune 🦀 RUNE: RUsty Neural Engine	17	Experimental	1	Rust
69	connorcl/rust-nn A simple deep learning implementation written in Rust	17	Experimental	1	Rust
70	LilianSchall/bricks Bricks is a neural network engine in Rust designed to provide a fast,...	17	Experimental	1	Rust
71	wolfrev0/SSU-DL Deep learning implementation from scratch using Rust.	17	Experimental	1	Rust
72	HoKim98/n3 Neural Network Notation written in Rust	17	Experimental	1	Rust
73	MDEKRAM0199/klearu Implement SLIDE-based deep learning and transformer sparsity with native...	14	Experimental	—	—
74	springyworks/morseRust Advanced Morse Code AI with DLinOSS Neural Network - Real-time audio...	13	Experimental	—	Rust
75	CarsonBurke/rust-neural-network A basic neural network in Rust. Does not include backpropagation	13	Experimental	—	Rust
76	MadCoderme/rusty_ml A very simple Neural Network written in Rust from scratch	13	Experimental	—	Rust
77	DanielSchuette/nnet A feedforward neural network implemented in Rust.	13	Experimental	—	Rust
78	dylan-sutton-chavez/uncertainty-simple-perceptron_rust A binary perceptron implemented in Rust with production tooling: static...	13	Experimental	—	Rust
79	Corallus-Caninus/Brains Rust based Artificial Neural Network framework with TensorFlow	13	Experimental	—	Rust
80	xeon029/free-of-syn 🚀 Remove syn from your Rust crate for faster builds. Embrace declarative...	13	Experimental	—	Shell
81	reneeichhorn/rust-self-driving-car Self driving care simulation in 2d written in rust using rust-deeplearning	12	Experimental	8	Rust
82	ManuelLerchner/neural-network-rs A simple neural network written in rust	12	Experimental	2	Rust
83	UTMIST/oneshot-rs A Rust implementation of Siamese Neural Networks for One-shot Image...	12	Experimental	1	Rust
84	FlixCoder/open-forward-LSTM Based on the open-forward-NNs, implementation of LSTMs for...	12	Experimental	1	Rust
85	SergeyChelak/neural_labs Neural networks & AI project	11	Experimental	—	Rust
86	TrevorBlythe/Rust-Simple-DNN A rust crate to create neural networks and machine learning	11	Experimental	3	Rust
87	pointlander/qxor Learned quantum xor	11	Experimental	—	Go
88	FlixCoder/EvoResNN A library for evolutionary residual neural networks (ERNN)	11	Experimental	—	Rust
89	FlixCoder/open-forward-NN An open (accessible parameters), feed-forward-only NN (neural net) library...	11	Experimental	—	Rust
90	jparker2006/NeuralNet Simple neural network implementation	11	Experimental	—	Rust
91	TylerAdamMartinez/Basic-Neural-Network This repo contains the code for a basic neural network written in rust.	11	Experimental	—	Rust
92	Dasch0/ganglion nnfs.io in rust	11	Experimental	—	Rust
93	fmosbacher/nnn Neural network library	11	Experimental	—	Rust
94	mikecvet/cnn-rs An implementation of a Convolutional Neural Network in Rust	11	Experimental	—	Rust
95	wilhelmagren/rune RUNE: RUsty Neural Engine	11	Experimental	—	Rust
96	rajatasusual/neural-net-gates Neural Network for Logic Gates This Rust project implements a neural network...	11	Experimental	—	Rust
97	jtmonroe/learning-birds A neural-network toy project in Rust WebAssembly & SolidJS started from a...	11	Experimental	—	Rust
98	keyvank/learst Educational Neural-Network library written in Rust	11	Experimental	4	Rust
99	NiklasK3R/neuroxor An attempt to solve the XOR problem with evolving Neural Networks.	11	Experimental	—	Rust
100	theunixer/nnlib Create and train neural networks in rust.	11	Experimental	—	Rust
101	zbo14/nerv configurable neural nets with online learning	11	Experimental	—	Rust
102	pjottos/binary-brain Experiments with binary weights for neural networks	11	Experimental	—	Rust
103	nilsmartel/ml-project Simple and selfmade neural network in rust	11	Experimental	3	Rust
104	BhavyeMathur/hopfield-networks-in-rust Hopfield Networks with Hebbian learning rules in Rust!	10	Experimental	1	Rust

Comparisons in this category

rust-lstm and Rust-Evo-LSTM (50 vs 31)