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Top 10 Rust neural-network Projects
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qdrant
Qdrant - Vector Database for the next generation of AI applications. Also available in the cloud https://cloud.qdrant.io/
Project mention: Ask HN: A bug bounty website for non-security issues? | news.ycombinator.com | 2023-05-26I’ve seen some companies do bounties on their Github issue tracker, like https://github.com/qdrant/qdrant/issues?q=label%3A%22%F0%9F%... but I’m not sure if there are any organized larger aggregate bug bounty sites for these types of bounties.
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Project mention: llm: a Rust crate/CLI for CPU inference of LLMs, including LLaMA, GPT-NeoX, GPT-J and more | reddit.com/r/rust | 2023-05-09
You could try looking at the min-GPT example of tch-rs. I'd also strongly suggest watching Karpathy's video to understand what's going on.
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SonarLint
Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.
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hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
Project mention: Faiss: A library for efficient similarity search | news.ycombinator.com | 2023-03-30Maybe https://github.com/hora-search/hora but I've never used it
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Project mention: Are there some machine or deep learning crates on Rust? | reddit.com/r/rust | 2023-04-29
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I'm currently going through this project for learning (repo) and find the code to be beautiful. They'll often start off with a naive implementation and refactor it in a more functional style.
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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
Project mention: Examine individual neurons of a small neural network in the browser | news.ycombinator.com | 2023-05-10 -
corgi
A neural network, and tensor dynamic automatic differentiation implementation for Rust. (by patricksongzy)
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CodiumAI
TestGPT | Generating meaningful tests for busy devs. Get non-trivial tests (and trivial, too!) suggested right inside your IDE, so you can code smart, create more value, and stay confident when you push.
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Project mention: I made a Neural Network library from scratch in Rust trying to solve a regression problem for my university's ML course | reddit.com/r/rust | 2023-04-23
Nothing wrong with that! I also learned Rust while writing DL/RL algorithms: https://github.com/ZuseZ4/Rust_RL/
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Learning rust by creating MiniBoosts crate.
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Rust neural-network related posts
- Ask HN: A bug bounty website for non-security issues?
- Ask ATP ... using LLMs!
- How do you hire experienced Rust engineers for a complex Rust project?
- Looking for advice on an Enterprise Vector Database to serve as long-term chatbot memory.
- Examine individual neurons of a small neural network in the browser
- Language models can explain neurons in language models
- llm: a Rust crate/CLI for CPU inference of LLMs, including LLaMA, GPT-NeoX, GPT-J and more
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A note from our sponsor - ONLYOFFICE
www.onlyoffice.com | 28 May 2023
Index
What are some of the best open-source neural-network projects in Rust? This list will help you:
Project | Stars | |
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1 | qdrant | 10,282 |
2 | tch-rs | 2,842 |
3 | hora | 2,375 |
4 | dfdx | 1,055 |
5 | shorelark | 155 |
6 | neural-network-from-scratch | 98 |
7 | corgi | 22 |
8 | Rust_RL | 17 |
9 | miniboosts | 4 |
10 | RustNet | 0 |