Rust Pytorch

Open-source Rust projects categorized as Pytorch
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Topics: Deep Learning Machine Learning Rust neural-network Scientific Computing
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Top 7 Rust Pytorch 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.

  • tch-rs

    Rust bindings for the C++ api of PyTorch.

    • Project mention: Tch-Rs | news.ycombinator.com | 2023-12-07

  • 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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  • PERSIA

    High performance distributed framework for training deep learning recommendation models based on PyTorch.

  • rust-mlops-template

    A work in progress to build out solutions in Rust for MLOPs

  • bastionlab

    A simple framework for privacy-friendly data science collaboration

  • repugnant-pickle

    Low effort scraping Python's pickle format in Rust. It is to complete pickle parsing as BeautifulSoup was to complete HTML parsing.

  • modelbox

    An extensible machine learning model store and model transformation and distribution service

  • SaaSHub

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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 Pytorch related posts

Index

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

Project Stars
1 burn 7,384
2 tch-rs 3,937
3 PERSIA 386
4 rust-mlops-template 277
5 bastionlab 167
6 repugnant-pickle 20
7 modelbox 12

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