From f872a1aa21625e8f1587402d9692b0948f227e15 Mon Sep 17 00:00:00 2001 From: Dilshod Tadjibaev <939125+antimora@users.noreply.github.com> Date: Wed, 12 Apr 2023 14:29:59 -0500 Subject: [PATCH] Update landing README.md (#296) I made a few things more prominent and updated wording, so that it's more understandable what the project is about. --- README.md | 26 ++++++++++++++++---------- 1 file changed, 16 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index 658dca506..5b89ff5c2 100644 --- a/README.md +++ b/README.md @@ -8,12 +8,18 @@ [![Rust Version](https://img.shields.io/badge/Rust-1.65.0+-blue)](https://releases.rs/docs/1.65.0) ![license](https://shields.io/badge/license-MIT%2FApache--2.0-blue) -> This library aims to be a complete deep learning framework with extreme flexibility written in Rust. -> The goal would be to satisfy researchers as well as practitioners making it easier to experiment, train and deploy your models. +---- + +This library strives to serve as a comprehensive **deep learning framework**, offering exceptional flexibility and written in Rust. Our objective is to cater to both researchers and practitioners by simplifying the process of experimenting, training, and deploying models. + + + + +
-*__Disclamer__* _Burn is currently in active development, and there will be breaking changes. While any resulting issues are likely to be easy to fix, there are no guarantees at this stage._ +> *__Disclamer__* _Burn is currently in active development, and there will be breaking changes. While any resulting issues are likely to be easy to fix, there are no guarantees at this stage._ __Sections__ @@ -33,13 +39,13 @@ __Sections__ ## Features - * Flexible and intuitive custom neural network [module](#module) 🔥 - * [Training](#learner) with full support for `metric`, `logging` and `checkpointing` 📈 - * [Tensor](#tensor) crate with backends as pluging 🔧 - * [Tch](https://github.com/burn-rs/burn/tree/main/burn-tch) backend with CPU/GPU support 🚀 - * [NdArray](https://github.com/burn-rs/burn/tree/main/burn-ndarray) backend with [`no_std`](#no_std-support) support, running on any platform 👌 - * [Autodiff](https://github.com/burn-rs/burn/tree/main/burn-autodiff) backend making any backend differentiable 🌟 - * [Dataset](https://github.com/burn-rs/burn/tree/main/burn-dataset) crate with multiple utilities and sources 📚 +* Customizable and user-friendly neural network [module](#module) 🔥 +* Comprehensive [training](#learner) capabilities, including `metrics`, `logging`, and `checkpointing` 📈 +* Versatile [Tensor](#tensor) crate with pluggable backends 🔧 + * [Torch](https://github.com/burn-rs/burn/tree/main/burn-tch) backend offering CPU/GPU support 🚀 + * [NdArray](https://github.com/burn-rs/burn/tree/main/burn-ndarray) backend featuring [`no_std`](#no_std-support) compatibility for any platform 👌 + * [Autodiff](https://github.com/burn-rs/burn/tree/main/burn-autodiff) backend enabling differentiability for all backends 🌟 +* [Dataset](https://github.com/burn-rs/burn/tree/main/burn-dataset) crate with a variety of utilities and sources 📚 ## Get Started