Rust Autodiff

Open-source Rust projects categorized as Autodiff

Rust Autodiff 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.

    InfluxDB logo
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 Autodiff related posts

  • Burn: Deep Learning Framework built using Rust

    1 project | news.ycombinator.com | 24 Apr 2024
  • Transitioning From PyTorch to Burn

    5 projects | dev.to | 14 Feb 2024
  • Burn Deep Learning Framework Release 0.12.0 Improved API and PyTorch Integration

    1 project | news.ycombinator.com | 31 Jan 2024
  • Burn Deep Learning Framework 0.11.0 Released: Just-in-Time Automatic Kernel Fusion & Founding Announcement

    1 project | /r/rust | 3 Dec 2023
  • Burn Deep Learning Framework v0.11.0 Released: Just-in-Time Kernel Fusion

    1 project | news.ycombinator.com | 1 Dec 2023
  • Burn – comprehensive dynamic Deep Learning Framework built using Rust

    1 project | news.ycombinator.com | 23 Nov 2023
  • Burn 0.10.0 Released 🔥 (Deep Learning Framework)

    1 project | /r/rust | 26 Oct 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 27 May 2024
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Index

Project Stars
1 burn 7,287
2 dfdx 1,642

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