· mean characteristic path length calculated as the average length of the shortest path between two nodes, denotes the level of integration in a given network and is inversely related to the global efficiency of information transfer. · mean local eff…

Source: Connected Brain Figure above: Bullmore E, Sporns O. Complex brain networks: graph theoretical analysis of structural and functional systems.[J]. Nature Reviews Neuroscience, 2009, 10(3):186-198. Graph measures A graph G consisting of a set of…

ONNX 实时graph优化方法 ONNX实时提供了各种图形优化来提高模型性能.图优化本质上是图级别的转换,从小型图简化和节点消除,到更复杂的节点融合和布局优化. 图形优化根据其复杂性和功能分为几个类别(或级别).可以在线或离线执行.在联机模式下,优化在执行推断之前完成,而在脱机模式下,实时将优化的图形保存到磁盘.ONNX实时提供Python.C++.C++和C API,启用不同的优化级别,并在脱机与在线模式之间进行选择. 下面将详细介绍优化级别.在线/离线模式以及控制它们的各种API. 图优化…

https://www.quora.com/How-do-I-learn-mathematics-for-machine-learning   How do I learn mathematics for machine learning? Promoted by Time Doctor Software for productivity tracking. Time tracking and productivity improvement software with screenshots…

If you see a package or project here that is no longer maintained or is not a good fit, please submit a pull request to improve this file. Thank you! Contents Awesome Go Audio and Music Authentication and OAuth Command Line Configuration Continuous I…

I joined Analytics Vidhya as an intern last summer. I had no clue what was in store for me. I had been following the blog for some time and liked the community, but did not know what to expect as an intern. The initial few days were good – all the in…

Organization, development and function of complex brain networks The Brain as a Complex System: Using Network Science as a Tool for Understanding the Brain Rubinov M, Sporns O. Complex network measures of brain connectivity: uses and interpretations.…

Awesome Go      financial support to Awesome Go A curated list of awesome Go frameworks, libraries and software. Inspired by awesome-python. Contributing Please take a quick gander at the contribution guidelines first. Thanks to all contributors; you…

#! /usr/bin/env python # -*- coding: utf-8 -*- # # graph_tool -- a general graph manipulation python module # # Copyright (C) 2006-2016 Tiago de Paula Peixoto <tiago@skewed.de> # # This program is free software: you can redistribute it and/or modify…

浅谈Graphx: http://blog.csdn.net/shangwen_/article/details/38645601 Pregel: http://blog.csdn.net/shangwen_/article/details/38479835 Bagel: http://ju.outofmemory.cn/entry/712 Graphx的主要接口: 基本信息接口(numEdges , num Vertices , degrees(in/out) )聚合操作 (mapVertic…