Rust Tensor

Open-source Rust projects categorized as Tensor

Top 4 Rust Tensor Projects

  • burn

    Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

  • Project mention: 3 years of fulltime Rust game development, and why we're leaving Rust behind | news.ycombinator.com | 2024-04-26

    You can use libtorch directly via `tch-rs`, and at present I'm porting over to Burn (see https://burn.dev) which appears incredibly promising. My impression is it's in a good place, if of course not close to the ecosystem of Python/C++. At very least I've gotten my nn models training and running without too much difficulty. (I'm moving to Burn for the thread safety - their `Tensor` impl is `Sync` - libtorch doesn't have such a guarantee.)

    Burn has Candle as one of its backends, which I understand is also quite popular.

  • dfdx

    Deep learning in Rust, with shape checked tensors and neural networks

  • Project mention: Shape Typing in Python | news.ycombinator.com | 2024-04-13
  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • L2

    l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust

  • corgi

    A neural network, and tensor dynamic automatic differentiation implementation for Rust. (by patricksongzy)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Rust Tensor related posts

  • Candle: Torch Replacement in Rust

    12 projects | news.ycombinator.com | 8 Aug 2023
  • Are there some machine or deep learning crates on Rust?

    2 projects | /r/rust | 29 Apr 2023
  • Announcing Burn: New Deep Learning framework with CPU & GPU support using the newly stabilized GAT feature

    7 projects | /r/rust | 6 Nov 2022
  • Corgi: Rust neural network/dynamic automatic differentiation library I have been working on

    3 projects | /r/rust | 6 Apr 2021
  • [P] Corgi: Rust neural network/dynamic automatic differentiation library I have been working on

    1 project | /r/MachineLearning | 6 Apr 2021
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 24 May 2024
    Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Index

What are some of the best open-source Tensor projects in Rust? This list will help you:

Project Stars
1 burn 7,287
2 dfdx 1,642
3 L2 184
4 corgi 23

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