SciML/SciMLBook：并行计算和科学机器学习（SciML）：方法和应用（MIT 1

项目介绍

SciML/SciMLBook 是一个托管在 GitHub 上的开源项目，主要使用 HTML 编写，目前获得 2.1k 个 Star、375 次 Fork。

仓库全名: SciML/SciMLBook

README 摘要

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications This book is a compilation of lecture notes from the MIT Course 18.337J/6.338J: Parallel Computing and Scientific Machine Learning. Links to the old notes https://mitmath.github.io/18337 will redirect here. This repository is meant to be a live document, updating to continuously add the latest details on methods from the field of…

完整内容见 GitHub 原始 README 或本页。

常见问题

SciMLBook 用什么语言开发？

主要使用 HTML 编写，目前有 2.1k 个 Star。

如何获取 SciMLBook 的源码？

可以直接克隆仓库：git clone https://github.com/SciML/SciMLBook.git，默认分支为 master；安装与运行步骤见仓库 README。

SciMLBook 最近还在维护吗？

仓库最近一次更新为 1 周前，当前有 15 个未关闭 Issue；Star 数为 2.1k，可作为社区活跃度的参考。

关于

GitHub 原始描述（英文）

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

differential-equations gpu-computing lecture-notes neural-networks neural-ode neural-sde numerical-methods parallelism performance-engineering scientific-machine-learning scientific-simulators sciml stiff-equations

2.1k Stars
375 Forks
57 Watching

描述取自 GitHub 官方 API，保持仓库作者书写的原文。

简要分析

热度分

2858

价值分

1348

活跃状态

活跃

GitHub

语言占比

CSS

Go Template

HTML

JavaScript

Julia

Release

v1.12022年11月22日
v1.02022年7月28日

贡献者

ChrisRackauckas-Claude

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications

This book is a compilation of lecture notes from the MIT Course 18.337J/6.338J: Parallel Computing and Scientific Machine Learning. Links to the old notes https://mitmath.github.io/18337 will redirect here.

This repository is meant to be a live document, updating to continuously add the latest details on methods from the field of scientific machine learning and the latest techniques for high-performance computing.

To view this book, go to book.sciml.ai.

Editing the SciML Book

This is a Franklin.jl site. Much of the material originated from Julia Markdown Documents (*.jmd). Each of these documents are Weave.jl-ed with a custom template, and the resulting HTML is inserted into a corresponding markdown file. Updating the files in _weave will automatically update the webpages.

The theme is adapted from Tufte CSS.

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SciMLBook