elixir-nx/nx

Statistics Artificial Intelligence

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Elixir
Created about 4 years ago
Updated 3 months ago

elixir-nx

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Multi-dimensional arrays (tensors) and numerical definitions for Elixir

This repository currently holds the following projects:

Nx - Multi-dimensional arrays (tensors) and numerical definitions for Elixir
EXLA - Google's XLA (Accelerated Linear Algebra) compiler/backend for Nx
Torchx - LibTorch backend for Nx

Each has their own README, which you can access above to learn more. They will be extracted to their own repository in the future. Examples and benchmarks are available in the EXLA project.

Check our organization page for a general introduction to Machine Learning in Elixir.

axon

Nx-powered Neural Networks

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bumblebee

Pre-trained Neural Network models in Axon (+ 🤗 Models integration)

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explorer

Series (one-dimensional) and dataframes (two-dimensional) for fast data exploration in Elixir

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scholar

Traditional machine learning on top of Nx

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scidata

Download and normalize datasets related to science

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ortex

ONNX Runtime bindings for Elixir

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tokenizers

Elixir bindings for 🤗 Tokenizers

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xla

Pre-compiled XLA extension

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hnswlib

Elixir binding for the hnswlib library.

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Elixir front-end to Facebook AI Similarity Search (Faiss)

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stb_image

A tiny image library using stb_image as the backend

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complex

Elixir library for types and mathematical functions for complex numbers

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polaris

Collection of optimization-related utilities

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nx_iree

Elixir and Nx bindings for the IREE runtime and compiler

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nx_image

Image processing in Nx

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safetensors

Safetensors dump and load in Elixir

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.github

elixir-nx/nx

elixir-nx

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