Elixir ML Frameworks

Machine learning frameworks and libraries built for or integrated with the Elixir programming language and Nx numerical computing library. Does NOT include ML frameworks for other languages (Python, Rust, Julia, etc.) or general-purpose Elixir libraries without ML focus.

There are 70 elixir ml frameworks tracked. 5 score above 50 (established tier). The highest-rated is elixir-nx/axon at 60/100 with 1,671 stars. 1 of the top 10 are actively maintained.

Get all 70 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	elixir-nx/axon Nx-powered Neural Networks	60	Established	1,671	Elixir
2	CrayLabs/SmartRedis SmartSim Infrastructure Library Clients.	57	Established	58	C++
3	xlang-foundation/xlang A next-generation dynamic and high-performance language for AI and IOT with...	56	Established	68	C
4	elixir-nx/bumblebee Pre-trained Neural Network models in Axon (+ 🤗 Models integration)	55	Established	1,596	Elixir
5	elixir-nx/scholar Traditional machine learning on top of Nx	53	Established	491	Elixir
6	owlbarn/owl Owl - OCaml Scientific Computing @ https://ocaml.xyz	48	Emerging	1,331	OCaml
7	uncomplicate/deep-diamond A fast Clojure Tensor & Deep Learning library	47	Emerging	458	Clojure
8	hanuor/onyx An android library that uses technologies like artificial Intelligence,...	45	Emerging	364	Java
9	ThoughtWorksInc/DeepDarkFantasy A Programming Language for Deep Learning	43	Emerging	462	Haskell
10	AxonoOfficial/Axono Axono——轻量级的人工智能推理库喵~	42	Emerging	25	C++
11	jbarrow/LambdaNet Purely functional artificial neural network library implemented in Haskell.	42	Emerging	383	Haskell
12	HuwCampbell/grenade Deep Learning in Haskell	42	Emerging	1,453	Haskell
13	nickgnd/programming-machine-learning-livebooks Programming Machine Learning - Elixir Livebooks	40	Emerging	208	Elixir
14	versilov/matrex A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.	39	Emerging	489	Elixir
15	safwank/Numerix A collection of useful mathematical functions in Elixir with a slant towards...	39	Emerging	192	Elixir
16	ByteRainTech/Axono Axono——轻量级的人工智能推理库喵~	39	Emerging	25	C++
17	romeric/fastapprox Approximate and vectorized versions of common mathematical functions	37	Emerging	219	Mathematica
18	bpiel/guildsman TensorFlow library for Clojure	33	Emerging	130	Clojure
19	mimiquate/candlex An Nx backend for candle machine learning framework	33	Emerging	48	Elixir
20	Davisy/Convert-Trained-ML-Models-To-Native-Code How to use m2gen python library to transform a trained machine learning...	28	Experimental	8	Jupyter Notebook
21	tensorland/modelbox An extensible machine learning model store and model transformation and...	28	Experimental	14	Rust
22	anewgithubname/Juzhen Juzhen is a set of C++ APIs for matrix operations. It provides a...	27	Experimental	10	C++
23	sasagawa888/deeppipe2 Deep Learning library using GPU(CUDA/cuBLAS)	26	Experimental	94	Elixir
24	rindow/rindow-matlib The Rindow Matrix library for C	26	Experimental	3	C++
25	neucom-aps/axon-sdk Axon SDK is a python simulation toolkit for building and executing spiking...	26	Experimental	12	Python
26	LambdaAlpha/airlang The document is a bit outdated because the language is still rapidly developing.	26	Experimental	5	—
27	borodark/eXMC Probabilistic programming in BEAM, inference with a pulse	24	Experimental	9	Elixir
28	yuelinxin/lisa The Lisa programming language.	24	Experimental	3	C++
29	Sancxo/oc_livebooks Series of Elixir Livebooks to reproduce exercises from OpenClassrooms course...	23	Experimental	1	—
30	selimozten/drift P2P distributed training swarm. Plug your GPU into the mesh.	23	Experimental	1	Rust
31	esl/arnold Time series data forecasting tool made in Elixir using Axon library	23	Experimental	20	Elixir
32	YoungWRBR/nx_penalties 📈 Build composable regularization penalties for Elixir ML with NxPenalties,...	23	Experimental	1	Elixir
33	genovatix/go-trustmesh TrustMesh: Next-Gen Future-Proof Decentralized Network	23	Experimental	2	Go
34	radoslawrolka/ElixirDatasets Elixir hub of ready-to-use datasets for ML models with fast, easy-to-use and...	23	Experimental	8	Elixir
35	alexeytochin/deep-ml A functional, type-safe library for deep machine learning in Haskell.	23	Experimental	6	Haskell
36	beakthoven/mlgo-linux-kernel Scripts to train MLGO models for Linux kernels	22	Experimental	9	Shell
37	nshkrdotcom/snakebridge Compile-time Elixir code generator for Python library bindings. Declare...	22	Experimental	4	Elixir
38	xAyBix/Onx-Language Onx (pronounced “Phoenix”) is a compiled language implemented in C, offering...	22	Experimental	4	C
39	BUICHIEU/x-algorithm 🚀 Enhance your content discovery with the X For You feed algorithm,...	22	Experimental	—	Rust
40	BorjaEst/enn Artificial Neural Network (ANN) based on Erlang language	22	Experimental	7	Erlang
41	dchrnv/axiom Axiom - Deterministic cognitive engine exploring structured semantic reasoning.	22	Experimental	—	Rust
42	qora-protocol/cortex Cortex is a next generation Tensor Library and Deep Learning Framework that...	22	Experimental	—	Rust
43	mangeshraut712/x-algorithm Educational reference implementation of a social feed ranking system with simulators.	22	Experimental	—	HTML
44	sql-hkr/syna Syna is a lightweight machine learning framework inspired by DeZero.	21	Experimental	17	Python
45	thiagoesteves/live_picture Phoenix Liveview project for analysing Pictures using ML	21	Experimental	8	Elixir
46	arc-language/arc-lang Systems programming language for building AI applications, servers, and...	20	Experimental	1	Go
47	leandronsp/morphine A neural network built on top of Elixir	20	Experimental	16	Elixir
48	abidanBrito/axon Lightweight deep learning framework.	19	Experimental	—	C++
49	North-Shore-AI/hf_datasets_ex HuggingFace Datasets for Elixir - A native Elixir port of the popular...	19	Experimental	—	Elixir
50	mrdimosthenis/gleam_synapses A plug-and-play library for neural networks written in Gleam	19	Experimental	42	Gleam
51	virteal/Inox Iɴᴏx is a concatenative script language for Edge Computing on the Internet...	18	Experimental	4	HTML
52	profiq/elixir-ml-example A simple example of convolutional neural network in Elixir	18	Experimental	6	—
53	North-Shore-AI/forge Sample factory library for generating, transforming, and computing...	17	Experimental	2	Elixir
54	North-Shore-AI/nx_penalties Composable regularization penalties for Elixir Nx. L1/L2/Elastic Net, KL...	15	Experimental	—	Elixir
55	SufficientDaikon/Axon ML/AI-first systems programming language — compile-time tensor shapes,...	15	Experimental	1	Rust
56	rindow/rindow-opencl-ffi The Interface of The OpenCL for FFI on PHP	14	Experimental	4	PHP
57	const-sambird/dina Quantum Divergent Index Tuning Advisor	14	Experimental	—	Go Template
58	johanjanssens/frankenonnx In-process ONNX inference for FrankenPHP — sentiment, embeddings, object...	14	Experimental	—	Go
59	pogiako23123/ocaml-uy3 🛠️ Streamline OCaml development with uy3, a versatile tool for enhancing...	14	Experimental	—	—
60	jasim-balad/axon Index codebases into a detailed knowledge graph to reveal dependencies, call...	14	Experimental	—	Python
61	crucisdan/ocaml-nl6 📦 Simplify OCaml programming with nl6, a lightweight and efficient library...	14	Experimental	—	—
62	loretoparisi/erlang-neuralnetworks Erlang and Neural Networks	13	Experimental	6	—
63	alisinabh/nx_color Toolkit for managing colorspaces in Elixir Nx to use in Machine Learning.	13	Experimental	7	Elixir
64	amplifiedai/tsne Bindings to efficient exact and Barnes-Hut t-SNE for Elixir	13	Experimental	5	Elixir
65	rindow/rindow-math-matrix-matlibffi Rindow Math Matrix's Drivers for Matlib with PHP FFI	12	Experimental	1	PHP
66	mrdimosthenis/FSharp.Synapses A plug-and-play library for neural networks written in FSharp	12	Experimental	14	F#
67	NeuralFlogo/dsl Flogo is a Domain-Specific Language (DSL) designed to simplify and automate...	11	Experimental	—	Java
68	Toubat/IDunno IDunno is a fault-tolerent Distributed Machine Learning Cluster, with a...	11	Experimental	2	Go
69	pointlander/qgo Quantum genetic optimization	10	Experimental	1	Go
70	d4l3k/axe A simple graph partitioning algorithm written in Go. Designed for use for...	10	Experimental	1	Go