Rust-Keras-Like
Rust_RL
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| Rust-Keras-Like | Rust_RL | |
|---|---|---|
| 3 | 3 | |
| 55 | 19 | |
| - | - | |
| 10.0 | 0.0 | |
| over 1 year ago | about 3 years ago | |
| Rust | Rust | |
| Mozilla Public License 2.0 | - |
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Rust-Keras-Like
Rust_RL
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I made a Neural Network library from scratch in Rust trying to solve a regression problem for my university's ML course
Nothing wrong with that! I also learned Rust while writing DL/RL algorithms: https://github.com/ZuseZ4/Rust_RL/
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Reinforcement Learning Tic Tac Toe
Nice, also worked on tic-tac-toe / Neural Networks / Agents to get into Rust / RL: https://github.com/ZuseZ4/Rust_RL/
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Teaching Rust at the University of Warsaw
I'm just finishing undergrad studies and wrote a Reinforcement Learning Library (https://github.com/ZuseZ4/Rust_RL) including double-deep-q learning with replay buffer in pure rust to learn the language. I'm also trying to get Rust into shape for data science, but I'd vote against using it as an example in introduction classes. Pure Python (which wraps around C++) will usually be simpler and faster for users, leaving few reasons to focus on this in a lecture. Furthermore, even if we are into ML, there are probably quite a few people who'd pick such a lesson to learn about Rust, not about Machine Learning. For the latter, there are at least in the Universities I know, more than enough offers.
What are some alternatives?
nv-wavenet - Reference implementation of real-time autoregressive wavenet inference
GodotRoguelikeTutorial - A guide to build a simple Roguelike game with Godot engine.
Perceptrons
neural_networks_rust - A Deep Learning and preprocessing framework in Rust with support for CPU and GPU. [Moved to: https://github.com/AnicetNgrt/jiro-nn]
rust-projects - Projects created for the Rust course at FMI
the-algorithm
game-jam-template - HaxeFlixel game jam template with automated HTML5 build deployment to GitHub Pages
rust-ndarray - ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
Roguelike_July_2021_
dfdx - Deep learning in Rust, with shape checked tensors and neural networks
ece459 - ECE 459: Programming for Performance