Rust neural-network

Open-source Rust projects categorized as neural-network

Top 14 Rust neural-network Projects

  • qdrant

    Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

  • Project mention: How to Build a Chat App with Your Postgres Data using Agent Cloud | dev.to | 2024-05-13

    AgentCloud uses Qdrant as the vector store to efficiently store and manage large sets of vector embeddings. For a given user query the RAG application fetches relevant documents from vector store by analyzing how similar their vector representation is compared to the query vector.

  • 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.

  • 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
  • tch-rs

    Rust bindings for the C++ api of PyTorch.

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

    🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

  • Project mention: Building a Vector Database with Rust to Make Use of Vector Embeddings | /r/rust | 2023-06-01

    We have been playing around with Hora as a replacement for the Rust-CV implementation as we want PQ as well. I'll check out instanct-distance, looks very interesting!

  • dfdx

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

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

    Interactive AI training simuation

  • shorelark

    Simulation of life & evolution

  • SaaSHub

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  • neural-network-from-scratch

    A neural network library written from scratch in Rust along with a web-based application for building + training neural networks + visualizing their outputs

  • llama-dfdx

    LLaMa 7b with CUDA acceleration implemented in rust. Minimal GPU memory needed!

  • miniboosts

    A collection of boosting algorithms written in Rust 🦀

  • corgi

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

  • Rust_RL

    A Reinforcement Learning / Neural Network library, written in Rust.

  • RustNet

    A rust API (and solid.js frontend) for a neural net (by RhydianJenkins)

  • autograd-rs

    An autograd implementation in Rust

  • Project mention: [R] Seeking Comprehensive Tutorials on "Under-the-Hood" Machine Learning Concepts | /r/MachineLearning | 2023-06-28
  • 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 neural-network related posts

  • Hindi-Language AI Chatbot for Enterprises Using Qdrant, MLFlow, and LangChain

    5 projects | dev.to | 2 May 2024
  • Boost Your Code's Efficiency: Introducing Semantic Cache with Qdrant

    2 projects | dev.to | 25 Apr 2024
  • Show HN: A fast HNSW implementation in Rust

    6 projects | news.ycombinator.com | 14 Mar 2024
  • Open-source Rust-based RAG

    3 projects | news.ycombinator.com | 10 Mar 2024
  • Qdrant 1.8.0 - Major Performance Enhancements

    2 projects | dev.to | 8 Mar 2024
  • Qdrant - Using FastEmbed for Rapid Embedding Generation: A Benchmark and Guide

    1 project | dev.to | 17 Jan 2024
  • Tch-Rs

    1 project | news.ycombinator.com | 7 Dec 2023
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    www.saashub.com | 27 May 2024
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Index

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

Project Stars
1 qdrant 18,326
2 burn 7,287
3 tch-rs 3,918
4 hora 2,561
5 dfdx 1,642
6 asteroids-genetic 219
7 shorelark 190
8 neural-network-from-scratch 114
9 llama-dfdx 94
10 miniboosts 25
11 corgi 23
12 Rust_RL 19
13 RustNet 0
14 autograd-rs 0

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