Example apps built on top of Elixir WebRTC

An Nx backend for candle machine learning framework

A numerical integrator written in Elixir for the solution of sets of non-stiff ordinary differential equations (ODEs).

Safetensors dump and load in Elixir

Programming Machine Learning book

Computer Vision :: Digits recognition fullstack machine learning application using Nx, Axon, and LiveView :: MNIST dataset

Toolkit to train and build Small LLMs in Elixir

Numerical Methods in Elixir, powered by Nx.

Implementation of "Let's build GPT: from scratch, in code, spelled out" video by @karpathy, but in elixir Nx and Axon

WIP experiment in audio processing via Elixir Nx

LiveView game and deep reinforcement learning 🔥

KinoPhonograph is a helper module for rendering 1D and 2D Nx.Tensor audio signals as wave forms in Livebook

My talk "Can you scale Nx" for ElixirConf EU 2023

Introduction to convolutional neural networks via Elixir

Vibe-coded experimental Elixir macro for bringing np.einsum/torch.einsum notation to Elixir Nx.

The livebook implementation of "Introducing EXGBoost: Gradient Boosting in Elixir" blog post

Deterministic tensor patch plans, patch application, and tensor path traversal for neural network model surgery.

Foundations: A premium, hands-on educational curriculum exploring high-dimensional geometry, measure concentration, linear probing, self-attention routing, PEFT (LoRA and SVD surgery), evolution strategies, and sparse Mixture of Experts (MoE) gating. Written from scratch in Numerical Elixir (Nx) and compiled via EXLA.

SafeTensors parsing, validation, bounded slicing, checksums, deterministic writing, and row-chunk helpers for Elixir and Nx.