2022 - 2022-05-10 - 《周刊》

前沿
- 1、复杂系统视角看新冠大流行：不确定时代的曙光何在
GIS
Web 3D
真实感渲染
可视化
机器学习
- 1、Machine Learning University
- 2、从感知机到Transformer，一文概述深度学习简史

前沿

1、复杂系统视角看新冠大流行：不确定时代的曙光何在

https://mp.weixin.qq.com/s/u2QilMiHY-q9BN0cQpkL2Q

GIS

1、基于时空知识图谱的空间分析方法研究

https://mp.weixin.qq.com/s/cc9rtHqOvLN_KeV5k0a_qA
受数据量和数据种类影响，传统空间分析中跨图层运算问题是造成效率低下的关键因素。知识图谱作为一种新型的数据结构， “图”的思想能够有效应用于空间地理信息数据的存储。利用时空知识图谱框架，结合全球离散格网系统和Google S2算法将地理空间数据存储于地理格网中，以图谱检索的方式替代传统空间分析过程，降低了时间复杂度，可以有效提高空间分析检索效率。

2、空间数据智能:概念、技术与挑战

空间数据智能概念技术与挑战.pdf

3、h3-pg

PostgreSQL bindings for H3, a hierarchical hexagonal geospatial indexing system
https://github.com/bytesandbrains/h3-pg

4、实景三维技术与应用

https://mp.weixin.qq.com/s/8gnqpHdA4eFypd2WXzqoDw

5、香港三维实景模型下载

https://www.pland.gov.hk/pland_sc/info_serv/3D_models/download.htm

6、rgis

https://github.com/frewsxcv/rgis
Geospatial data viewer written in Rust

Web 3D

1、shader-school

A workshopper for GLSL shaders and graphics programming
https://github.com/stackgl/shader-school

2、glsl-transpiler

Transforms glsl source to optimized js code. It converts vectors and matrices to arrays, expands swizzles, applies expressions optimizations and provides stdlib for environment compatibility.
https://github.com/stackgl/glsl-transpiler

3、webpack-glsl-minify

https://github.com/leosingleton/webpack-glsl-minify
GLSL Preprocessor, Minifier, and Webpack Loader

3、maplibre-rs

Native Maps for Web, Mobile and Desktop
https://github.com/maplibre/maplibre-rs

8、gl-water2d

This project is an implementation of 2D liquid simulation using Smoothed Particle Hydrodynamics in WebGL
https://github.com/Erkaman/gl-water2d

9、rapier

2D and 3D physics engines focused on performance
https://github.com/dimforge/rapier

10、WebGL Terrain, ocean, fog

https://github.com/jwagner/terrain

真实感渲染

什么是真实感渲染（一）：渲染历史

https://mp.weixin.qq.com/s/NoCySC4-09ZZiZfmEltTAg

什么是真实感渲染（二）：真实感渲染技术

https://mp.weixin.qq.com/s/GpYrjzR3FoTSuGTDCjwlyw

什么是真实感渲染（三）：前沿趋势之实时光线追踪

https://mp.weixin.qq.com/s/mLryesw0czbR2WCiDm6c9g

什么是真实感渲染（四）: 前沿趋势之VR&AR

https://mp.weixin.qq.com/s/wueJT7L8IoBY5var1PC-xQ

什么是真实感渲染（五）:前沿趋势之AI

https://mp.weixin.qq.com/s/hBxyxsjT-QHbxkc8toIyUA

可视化

1、Who We Spend Time with as We Get Older

https://flowingdata.com/2022/04/22/changing-who-we-spend-time-with-as-we-get-older/
根据美国10年的调查数据，描述从15到80岁人们跟身边的不同人群在一起的时间变化。

2、mermaid

Generation of diagram and flowchart from text in a similar manner as markdown
https://github.com/mermaid-js/mermaid

4、GraphInsight

GraphInsight is a visualization software that lets you explore graph data through high quality interactive representations.
https://github.com/CarloNicolini/GraphInsight

机器学习

1、Machine Learning University

https://mlu-explain.github.io/
Machine Learning University (MLU) is an education initiative from Amazon designed to teach machine learning theory and practical application.

2、从感知机到Transformer，一文概述深度学习简史

https://mp.weixin.qq.com/s/48ZVBY63RoeO_m6VRHDDfQ

2022-05-10

前沿