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 71 elixir ml frameworks tracked. 5 score above 50 (established tier). The highest-rated is elixir-nx/bumblebee at 58/100 with 1,596 stars. 1 of the top 10 are actively maintained.

Get all 71 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	elixir-nx/bumblebee Pre-trained Neural Network models in Axon (+ 🤗 Models integration)	58	Established	1,596	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/axon Nx-powered Neural Networks	54	Established	1,671	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	AxonoOfficial/Axono Axono——轻量级的人工智能推理库喵~	46	Emerging	25	C++
9	hanuor/onyx An android library that uses technologies like artificial Intelligence,...	45	Emerging	364	Java
10	ThoughtWorksInc/DeepDarkFantasy A Programming Language for Deep Learning	43	Emerging	462	Haskell
11	HuwCampbell/grenade Deep Learning in Haskell	42	Emerging	1,453	Haskell
12	jbarrow/LambdaNet Purely functional artificial neural network library implemented in Haskell.	42	Emerging	383	Haskell
13	ByteRainTech/Axono Axono——轻量级的人工智能推理库喵~	41	Emerging	25	C++
14	nickgnd/programming-machine-learning-livebooks Programming Machine Learning - Elixir Livebooks	40	Emerging	208	Elixir
15	safwank/Numerix A collection of useful mathematical functions in Elixir with a slant towards...	39	Emerging	192	Elixir
16	versilov/matrex A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.	39	Emerging	489	Elixir
17	romeric/fastapprox Approximate and vectorized versions of common mathematical functions	37	Emerging	219	Mathematica
18	Davisy/Convert-Trained-ML-Models-To-Native-Code How to use m2gen python library to transform a trained machine learning...	35	Emerging	8	Jupyter Notebook
19	tensorland/modelbox An extensible machine learning model store and model transformation and...	35	Emerging	14	Rust
20	anewgithubname/Juzhen Juzhen is a set of C++ APIs for matrix operations. It provides a...	34	Emerging	10	C++
21	neucom-aps/axon-sdk Axon SDK is a python simulation toolkit for building and executing spiking...	33	Emerging	12	Python
22	rindow/rindow-matlib The Rindow Matrix library for C	33	Emerging	3	C++
23	bpiel/guildsman TensorFlow library for Clojure	33	Emerging	130	Clojure
24	yuelinxin/lisa The Lisa programming language.	31	Emerging	3	C++
25	mimiquate/candlex An Nx backend for candle machine learning framework	31	Emerging	48	Elixir
26	alexeytochin/deep-ml A functional, type-safe library for deep machine learning in Haskell.	30	Emerging	6	Haskell
27	esl/arnold Time series data forecasting tool made in Elixir using Axon library	30	Emerging	20	Elixir
28	Sancxo/oc_livebooks Series of Elixir Livebooks to reproduce exercises from OpenClassrooms course...	30	Emerging	1	—
29	beakthoven/mlgo-linux-kernel Scripts to train MLGO models for Linux kernels	29	Experimental	9	Shell
30	BorjaEst/enn Artificial Neural Network (ANN) based on Erlang language	29	Experimental	7	Erlang
31	thiagoesteves/live_picture Phoenix Liveview project for analysing Pictures using ML	28	Experimental	8	Elixir
32	sql-hkr/syna Syna is a lightweight machine learning framework inspired by DeZero.	27	Experimental	17	Python
33	leandronsp/morphine A neural network built on top of Elixir	27	Experimental	16	Elixir
34	sasagawa888/deeppipe2 Deep Learning library using GPU(CUDA/cuBLAS)	26	Experimental	94	Elixir
35	YoungWRBR/nx_penalties 📈 Build composable regularization penalties for Elixir ML with NxPenalties,...	26	Experimental	1	Elixir
36	radoslawrolka/ElixirDatasets Elixir hub of ready-to-use datasets for ML models with fast, easy-to-use and...	26	Experimental	8	Elixir
37	nshkrdotcom/snakebridge Compile-time Elixir code generator for Python library bindings. Declare...	26	Experimental	4	Elixir
38	borodark/eXMC Probabilistic programming in BEAM, inference with a pulse	26	Experimental	9	Elixir
39	profiq/elixir-ml-example A simple example of convolutional neural network in Elixir	25	Experimental	6	—
40	selimozten/drift P2P distributed training swarm. Plug your GPU into the mesh.	22	Experimental	1	Rust
41	mangeshraut712/x-algorithm Educational reference implementation of a social feed ranking system with simulators.	22	Experimental	—	HTML
42	abidanBrito/axon Lightweight deep learning framework.	21	Experimental	—	C++
43	qora-protocol/cortex Cortex is a next generation Tensor Library and Deep Learning Framework that...	21	Experimental	—	Rust
44	BUICHIEU/x-algorithm 🚀 Enhance your content discovery with the X For You feed algorithm,...	21	Experimental	—	Rust
45	dchrnv/axiom Axiom - Deterministic cognitive engine exploring structured semantic reasoning.	21	Experimental	—	Rust
46	alisinabh/nx_color Toolkit for managing colorspaces in Elixir Nx to use in Machine Learning.	20	Experimental	7	Elixir
47	loretoparisi/erlang-neuralnetworks Erlang and Neural Networks	20	Experimental	6	—
48	amplifiedai/tsne Bindings to efficient exact and Barnes-Hut t-SNE for Elixir	20	Experimental	5	Elixir
49	rindow/rindow-math-matrix-matlibffi Rindow Math Matrix's Drivers for Matlib with PHP FFI	19	Experimental	1	PHP
50	mrdimosthenis/gleam_synapses A plug-and-play library for neural networks written in Gleam	19	Experimental	42	Gleam
51	mrdimosthenis/FSharp.Synapses A plug-and-play library for neural networks written in FSharp	19	Experimental	14	F#
52	rindow/rindow-opencl-ffi The Interface of The OpenCL for FFI on PHP	19	Experimental	4	PHP
53	Toubat/IDunno IDunno is a fault-tolerent Distributed Machine Learning Cluster, with a...	18	Experimental	2	Go
54	d4l3k/axe A simple graph partitioning algorithm written in Go. Designed for use for...	17	Experimental	1	Go
55	North-Shore-AI/nx_penalties Composable regularization penalties for Elixir Nx. L1/L2/Elastic Net, KL...	17	Experimental	—	Elixir
56	pointlander/qgo Quantum genetic optimization	17	Experimental	1	Go
57	North-Shore-AI/hf_datasets_ex HuggingFace Datasets for Elixir - A native Elixir port of the popular...	15	Experimental	—	Elixir
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	const-sambird/dina Quantum Divergent Index Tuning Advisor	14	Experimental	—	Go Template
61	SufficientDaikon/Axon ML/AI-first systems programming language — compile-time tensor shapes,...	14	Experimental	1	Rust
62	crucisdan/ocaml-nl6 📦 Simplify OCaml programming with nl6, a lightweight and efficient library...	13	Experimental	—	—
63	NeuralFlogo/dsl Flogo is a Domain-Specific Language (DSL) designed to simplify and automate...	13	Experimental	—	Java
64	mrdimosthenis/elixir_synapses A neural networks library for Elixir	12	Experimental	8	Elixir
65	Woodi-dev/LispNet WIP machine learning framework for PetaLisp	11	Experimental	4	Common Lisp
66	woodRock/laughing-disco Haskell Perceptron - A single-layer perceptron algorithm to perform binary...	11	Experimental	—	Haskell
67	edualves15/minMatrix Simple and fast library for matrix operations in C language, including...	11	Experimental	—	C
68	ohhi-vn/sharing_intro_nx Introducing Nx library - Sharing session in Elixir.SG	11	Experimental	—	—
69	PenguinCabinet/linear-regression 最小二乗法を使った線形回帰	11	Experimental	—	Clojure
70	mdevolde/cookie_refuser_pipeline A tool designed to train and export a model that can predict if a button is...	11	Experimental	—	Rust
71	cpanse/koina-Rclient R lang client for koina (DLOmix) service	10	Experimental	2	C++