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Neuroxide

Neuroxide is an alpha-stage, GPL-3.0-licensed Rust framework that aims to recreate a PyTorch-like API for AI development. Its README demonstrates tensor arithmetic, matrix multiplication, forward and backward gradient calculations, and a small neural-network example.

Explore the practical guide ↓

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Understand the project

Practical overview

When it fits

Consider Neuroxide when experimenting with Rust-based AI development and its PyTorch-like interface, and when the README’s demonstrated operations match the work you want to explore.

Who it is for

  • Rust developers exploring a PyTorch-inspired interface for AI programming.
  • Contributors interested in developing an early-stage Rust AI framework.

Documented uses

  • Build Rust programs that perform tensor-based calculations.
  • Explore forward computations and gradient backpropagation.
  • Prototype a small neural network using the documented linear-layer and optimizer example.
Before you choose

Requirements & limits

  • The repository is alpha-stage and describes its documentation as sparse.
  • The README demonstrates CPU and CUDA device declarations, but does not establish general hardware requirements or compatibility.
  • Primitive broadcasting for multiplication is not recommended; the README advises manually broadcasting constant terms to match argument dimensions.
  • The project is licensed under GPL-3.0.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Source-based practical guide

Run a local Neuroxide program

Use the README’s contributor workflow to prepare and run a program in the repository.

Before you start

  • A Rust development environment with Cargo.
  • The Neuroxide Git repository.

Steps

  1. Clone the Neuroxide repository.

  2. Edit src/bin.rs to contain your program.

  3. Run the command below from the repository.

    Documented command
    cargo run

Expected outcome

Cargo runs the program configured in the repository’s `src/bin.rs`.

Guide limitations

  • The project is alpha-stage and its README describes the documentation as sparse.
Documentation 1 ↗
Source-based practical guide

Build the library for a Rust project

Compile Neuroxide for linking into another Rust project.

Before you start

  • A Rust development environment with Cargo.
  • A local copy of the Neuroxide repository.

Steps

  1. Run the command below in the repository.

    Documented command
    cargo build

  2. Copy the library file from the generated target folder.

  3. Link the library file into your Rust project.

Expected outcome

A compiled library file is available from the `target` folder for integration into a Rust project.

Guide limitations

  • The README describes this as expert external use.
  • The project is alpha-stage and its documentation is sparse.
Documentation 1 ↗
Evidence and transparency

Sources & review

Official repository ↗
Source record details
Source availability
Active
Sources checked
12 October 2026
Original website title
DragonflyRobotics/Neuroxide · Official homepage title · retained in its source language
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